From 0a6ff463db5eb294960d0a3b7e0e227fb7509691 Mon Sep 17 00:00:00 2001
From: tofarr <tofarr@gmail.com>
Date: Tue, 18 Feb 2025 12:10:07 +0000
Subject: [PATCH 01/23] CSS Fixes (#6770)

---
 .../context-menu/account-settings-context-menu.tsx        | 2 +-
 frontend/src/components/features/sidebar/sidebar.tsx      | 8 ++++----
 frontend/src/components/shared/buttons/action-button.tsx  | 2 +-
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/frontend/src/components/features/context-menu/account-settings-context-menu.tsx b/frontend/src/components/features/context-menu/account-settings-context-menu.tsx
index 8be19387f52f..288dd7728705 100644
--- a/frontend/src/components/features/context-menu/account-settings-context-menu.tsx
+++ b/frontend/src/components/features/context-menu/account-settings-context-menu.tsx
@@ -22,7 +22,7 @@ export function AccountSettingsContextMenu({
     <ContextMenu
       testId="account-settings-context-menu"
       ref={ref}
-      className="absolute left-full -top-1 z-10"
+      className="absolute right-full md:left-full -top-1 z-10"
     >
       <ContextMenuListItem onClick={onLogout} isDisabled={!isLoggedIn}>
         {t(I18nKey.ACCOUNT_SETTINGS$LOGOUT)}
diff --git a/frontend/src/components/features/sidebar/sidebar.tsx b/frontend/src/components/features/sidebar/sidebar.tsx
index d44ca00e7153..d4c8f3c0b99f 100644
--- a/frontend/src/components/features/sidebar/sidebar.tsx
+++ b/frontend/src/components/features/sidebar/sidebar.tsx
@@ -71,8 +71,8 @@ export function Sidebar() {
   return (
     <>
       <aside className="h-[40px] md:h-auto px-1 flex flex-row md:flex-col gap-1">
-        <nav className="flex flex-row md:flex-col items-center justify-between h-full">
-          <div className="flex flex-col items-center gap-[26px]">
+        <nav className="flex flex-row md:flex-col items-center justify-between w-full h-auto md:w-auto md:h-full">
+          <div className="flex flex-row md:flex-col items-center gap-[26px]">
             <div className="flex items-center justify-center">
               <AllHandsLogoButton onClick={handleEndSession} />
             </div>
@@ -88,11 +88,11 @@ export function Sidebar() {
             <DocsButton />
           </div>
 
-          <div className="flex flex-col items-center gap-[26px] mb-4">
+          <div className="flex flex-row md:flex-col md:items-center gap-[26px] md:mb-4">
             <NavLink
               to="/settings"
               className={({ isActive }) =>
-                isActive ? "text-white" : "text-[#9099AC]"
+                `${isActive ? "text-white" : "text-[#9099AC]"} mt-0.5 md:mt-0`
               }
             >
               <SettingsButton />
diff --git a/frontend/src/components/shared/buttons/action-button.tsx b/frontend/src/components/shared/buttons/action-button.tsx
index 70b94e4447ff..c9ca6a70a4f5 100644
--- a/frontend/src/components/shared/buttons/action-button.tsx
+++ b/frontend/src/components/shared/buttons/action-button.tsx
@@ -23,7 +23,7 @@ export function ActionButton({
         className="relative overflow-visible cursor-default hover:cursor-pointer group disabled:cursor-not-allowed transition-all duration-300 ease-in-out"
         type="button"
       >
-        <span className="relative z-10 group-hover:filter group-hover:drop-shadow-[0_0_5px_rgba(255,64,0,0.4)]">
+        <span className="relative group-hover:filter group-hover:drop-shadow-[0_0_5px_rgba(255,64,0,0.4)]">
           {children}
         </span>
         <span className="absolute -inset-[5px] border-2 border-red-400/40 rounded-full opacity-0 group-hover:opacity-100 transition-opacity duration-300 ease-in-out" />

From 1f462d24178e319366b192ec00660595105f804a Mon Sep 17 00:00:00 2001
From: nottherealironman <ejam.abhishek@gmail.com>
Date: Wed, 19 Feb 2025 01:20:35 +1100
Subject: [PATCH 02/23] docs: add guide for minimum computing and storage
 requirements (#6575)

---
 docs/modules/usage/installation.mdx | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/docs/modules/usage/installation.mdx b/docs/modules/usage/installation.mdx
index 6a65befc38f6..72d5300f3f03 100644
--- a/docs/modules/usage/installation.mdx
+++ b/docs/modules/usage/installation.mdx
@@ -6,6 +6,8 @@
 - Linux
 - Windows with [WSL](https://learn.microsoft.com/en-us/windows/wsl/install) and [Docker Desktop support](https://docs.docker.com/desktop/setup/install/windows-install/#system-requirements)
 
+A system with a modern processor and a minimum of **4GB RAM** is recommended to run OpenHands.
+
 ## Prerequisites
 
 <details>

From b10416e0a3cd05868b955490ffb656cfc1948c27 Mon Sep 17 00:00:00 2001
From: "sp.wack" <83104063+amanape@users.noreply.github.com>
Date: Tue, 18 Feb 2025 19:38:01 +0400
Subject: [PATCH 03/23] hotfix: Consistent background color (#6786)

---
 frontend/src/routes/settings.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/frontend/src/routes/settings.tsx b/frontend/src/routes/settings.tsx
index 15078c9e13a2..34c8d572e49c 100644
--- a/frontend/src/routes/settings.tsx
+++ b/frontend/src/routes/settings.tsx
@@ -192,7 +192,7 @@ function SettingsScreen() {
   return (
     <main
       data-testid="settings-screen"
-      className="bg-[#24272E] border border-[#454545] h-full rounded-xl"
+      className="bg-[#262626] border border-[#454545] h-full rounded-xl"
     >
       <form action={formAction} className="flex flex-col h-full">
         <header className="px-3 py-1.5 border-b border-b-[#454545] flex items-center gap-2">

From fdffca18e0bd6b668d0b986e402d15a76c6ad9d6 Mon Sep 17 00:00:00 2001
From: "sp.wack" <83104063+amanape@users.noreply.github.com>
Date: Tue, 18 Feb 2025 20:01:39 +0400
Subject: [PATCH 04/23] hotfix(frontend): Input set/unset state and disable
 runtime input (#6788)

---
 frontend/__tests__/routes/settings.test.tsx   | 37 +++++++++++++++++--
 .../shared/modals/settings/settings-form.tsx  |  4 +-
 frontend/src/routes/settings.tsx              | 12 +++++-
 3 files changed, 46 insertions(+), 7 deletions(-)

diff --git a/frontend/__tests__/routes/settings.test.tsx b/frontend/__tests__/routes/settings.test.tsx
index 2052d6eb9cbe..4578fbe58ea7 100644
--- a/frontend/__tests__/routes/settings.test.tsx
+++ b/frontend/__tests__/routes/settings.test.tsx
@@ -76,7 +76,8 @@ describe("Settings Screen", () => {
       });
     });
 
-    it("should render an indicator if the GitHub token is not set", async () => {
+    // TODO: Set a better unset indicator
+    it.skip("should render an indicator if the GitHub token is not set", async () => {
       getSettingsSpy.mockResolvedValue({
         ...MOCK_DEFAULT_USER_SETTINGS,
         github_token_is_set: false,
@@ -97,6 +98,20 @@ describe("Settings Screen", () => {
       });
     });
 
+    it("should set asterik placeholder if the GitHub token is set", async () => {
+      getSettingsSpy.mockResolvedValue({
+        ...MOCK_DEFAULT_USER_SETTINGS,
+        github_token_is_set: true,
+      });
+
+      renderSettingsScreen();
+
+      await waitFor(() => {
+        const input = screen.getByTestId("github-token-input");
+        expect(input).toHaveProperty("placeholder", "**********");
+      });
+    });
+
     it("should render an indicator if the GitHub token is set", async () => {
       getSettingsSpy.mockResolvedValue({
         ...MOCK_DEFAULT_USER_SETTINGS,
@@ -314,7 +329,8 @@ describe("Settings Screen", () => {
       // screen.getByTestId("security-analyzer-input");
     });
 
-    it("should render an indicator if the LLM API key is not set", async () => {
+    // TODO: Set a better unset indicator
+    it.skip("should render an indicator if the LLM API key is not set", async () => {
       getSettingsSpy.mockResolvedValueOnce({
         ...MOCK_DEFAULT_USER_SETTINGS,
         llm_api_key: null,
@@ -443,7 +459,22 @@ describe("Settings Screen", () => {
         expect(input).toHaveValue("1x (2 core, 8G)");
       });
 
-      it("should save the runtime settings when the 'Save Changes' button is clicked", async () => {
+      it("should always have the runtime input disabled", async () => {
+        getConfigSpy.mockResolvedValue({
+          APP_MODE: "saas",
+          GITHUB_CLIENT_ID: "123",
+          POSTHOG_CLIENT_KEY: "456",
+        });
+
+        renderSettingsScreen();
+
+        await toggleAdvancedSettings(userEvent.setup());
+
+        const input = await screen.findByTestId("runtime-settings-input");
+        expect(input).toBeDisabled();
+      });
+
+      it.skip("should save the runtime settings when the 'Save Changes' button is clicked", async () => {
         const user = userEvent.setup();
         getConfigSpy.mockResolvedValue({
           APP_MODE: "saas",
diff --git a/frontend/src/components/shared/modals/settings/settings-form.tsx b/frontend/src/components/shared/modals/settings/settings-form.tsx
index 0c7ef45079ee..dcd0f2f99e96 100644
--- a/frontend/src/components/shared/modals/settings/settings-form.tsx
+++ b/frontend/src/components/shared/modals/settings/settings-form.tsx
@@ -75,7 +75,7 @@ export function SettingsForm({ settings, models, onClose }: SettingsFormProps) {
     }
   };
 
-  const isLLMKeySet = settings.LLM_API_KEY !== "**********";
+  const isLLMKeySet = settings.LLM_API_KEY === "**********";
 
   return (
     <div>
@@ -97,7 +97,7 @@ export function SettingsForm({ settings, models, onClose }: SettingsFormProps) {
             label="API Key"
             type="password"
             className="w-[680px]"
-            startContent={<KeyStatusIcon isSet={isLLMKeySet} />}
+            startContent={isLLMKeySet && <KeyStatusIcon isSet={isLLMKeySet} />}
           />
 
           <HelpLink
diff --git a/frontend/src/routes/settings.tsx b/frontend/src/routes/settings.tsx
index 34c8d572e49c..0e12c38e5203 100644
--- a/frontend/src/routes/settings.tsx
+++ b/frontend/src/routes/settings.tsx
@@ -257,7 +257,9 @@ function SettingsScreen() {
                 label="API Key"
                 type="password"
                 className="w-[680px]"
-                startContent={<KeyStatusIcon isSet={isLLMKeySet} />}
+                startContent={
+                  isLLMKeySet && <KeyStatusIcon isSet={isLLMKeySet} />
+                }
                 placeholder={isLLMKeySet ? "**********" : ""}
               />
 
@@ -291,6 +293,7 @@ function SettingsScreen() {
                   label="Runtime Settings"
                   items={REMOTE_RUNTIME_OPTIONS}
                   defaultSelectedKey={settings.REMOTE_RUNTIME_RESOURCE_FACTOR?.toString()}
+                  isDisabled
                   isClearable={false}
                 />
               )}
@@ -348,7 +351,12 @@ function SettingsScreen() {
                     label="GitHub Token"
                     type="password"
                     className="w-[680px]"
-                    startContent={<KeyStatusIcon isSet={!!isGitHubTokenSet} />}
+                    startContent={
+                      isGitHubTokenSet && (
+                        <KeyStatusIcon isSet={!!isGitHubTokenSet} />
+                      )
+                    }
+                    placeholder={isGitHubTokenSet ? "**********" : ""}
                   />
 
                   <HelpLink

From 7a3a0d8c0c35ed964f7da9732b7c525981b7a066 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 18 Feb 2025 16:09:30 +0000
Subject: [PATCH 05/23] chore(deps): bump the version-all group across 1
 directory with 9 updates (#6783)

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: amanape <83104063+amanape@users.noreply.github.com>
---
 frontend/package-lock.json | 252 ++++++++++++++++++-------------------
 frontend/package.json      |  14 +--
 2 files changed, 133 insertions(+), 133 deletions(-)

diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index a261adf741e7..168c295a2fa9 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -14,26 +14,26 @@
         "@react-router/serve": "^7.1.5",
         "@react-types/shared": "^3.27.0",
         "@reduxjs/toolkit": "^2.5.1",
-        "@tanstack/react-query": "^5.66.0",
+        "@tanstack/react-query": "^5.66.7",
         "@vitejs/plugin-react": "^4.3.2",
         "@xterm/addon-fit": "^0.10.0",
         "@xterm/xterm": "^5.4.0",
         "axios": "^1.7.9",
         "clsx": "^2.1.1",
         "eslint-config-airbnb-typescript": "^18.0.0",
-        "framer-motion": "^12.4.2",
+        "framer-motion": "^12.4.4",
         "i18next": "^24.2.2",
         "i18next-browser-languagedetector": "^8.0.3",
         "i18next-http-backend": "^3.0.2",
         "isbot": "^5.1.22",
-        "jose": "^5.9.4",
+        "jose": "^5.10.0",
         "monaco-editor": "^0.52.2",
-        "posthog-js": "^1.217.6",
+        "posthog-js": "^1.219.3",
         "react": "^19.0.0",
         "react-dom": "^19.0.0",
         "react-highlight": "^0.15.0",
         "react-hot-toast": "^2.5.1",
-        "react-i18next": "^15.4.0",
+        "react-i18next": "^15.4.1",
         "react-icons": "^5.4.0",
         "react-markdown": "^9.0.3",
         "react-redux": "^9.2.0",
@@ -41,7 +41,7 @@
         "react-syntax-highlighter": "^15.6.1",
         "react-textarea-autosize": "^8.5.7",
         "remark-gfm": "^4.0.1",
-        "sirv-cli": "^3.0.0",
+        "sirv-cli": "^3.0.1",
         "socket.io-client": "^4.8.1",
         "tailwind-merge": "^3.0.1",
         "vite": "^6.1.0",
@@ -66,7 +66,7 @@
         "@types/ws": "^8.5.14",
         "@typescript-eslint/eslint-plugin": "^7.18.0",
         "@typescript-eslint/parser": "^7.18.0",
-        "@vitest/coverage-v8": "^3.0.5",
+        "@vitest/coverage-v8": "^3.0.6",
         "autoprefixer": "^10.4.20",
         "cross-env": "^7.0.3",
         "eslint": "^8.57.0",
@@ -6139,9 +6139,9 @@
       }
     },
     "node_modules/@tanstack/query-core": {
-      "version": "5.66.3",
-      "resolved": "https://registry.npmjs.org/@tanstack/query-core/-/query-core-5.66.3.tgz",
-      "integrity": "sha512-+2iDxH7UFdtwcry766aJszGmbByQDIzTltJ3oQAZF9bhCxHCIN3yDwHa6qDCZxcpMGvUphCRx/RYJvLbM8mucQ==",
+      "version": "5.66.4",
+      "resolved": "https://registry.npmjs.org/@tanstack/query-core/-/query-core-5.66.4.tgz",
+      "integrity": "sha512-skM/gzNX4shPkqmdTCSoHtJAPMTtmIJNS0hE+xwTTUVYwezArCT34NMermABmBVUg5Ls5aiUXEDXfqwR1oVkcA==",
       "license": "MIT",
       "funding": {
         "type": "github",
@@ -6149,12 +6149,12 @@
       }
     },
     "node_modules/@tanstack/react-query": {
-      "version": "5.66.3",
-      "resolved": "https://registry.npmjs.org/@tanstack/react-query/-/react-query-5.66.3.tgz",
-      "integrity": "sha512-sWMvxZ5VugPDgD1CzP7f0s9yFvjcXP3FXO5IVV2ndXlYqUCwykU8U69Kk05Qn5UvGRqB/gtj4J7vcTC6vtLHtQ==",
+      "version": "5.66.7",
+      "resolved": "https://registry.npmjs.org/@tanstack/react-query/-/react-query-5.66.7.tgz",
+      "integrity": "sha512-qd3q/tUpF2K1xItfPZddk1k/8pSXnovg41XyCqJgPoyYEirMBtB0sVEVVQ/CsAOngzgWtBPXimVf4q4kM9uO6A==",
       "license": "MIT",
       "dependencies": {
-        "@tanstack/query-core": "5.66.3"
+        "@tanstack/query-core": "5.66.4"
       },
       "funding": {
         "type": "github",
@@ -6703,16 +6703,16 @@
       }
     },
     "node_modules/@typescript-eslint/utils": {
-      "version": "8.24.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/utils/-/utils-8.24.0.tgz",
-      "integrity": "sha512-07rLuUBElvvEb1ICnafYWr4hk8/U7X9RDCOqd9JcAMtjh/9oRmcfN4yGzbPVirgMR0+HLVHehmu19CWeh7fsmQ==",
+      "version": "8.24.1",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/utils/-/utils-8.24.1.tgz",
+      "integrity": "sha512-OOcg3PMMQx9EXspId5iktsI3eMaXVwlhC8BvNnX6B5w9a4dVgpkQZuU8Hy67TolKcl+iFWq0XX+jbDGN4xWxjQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
         "@eslint-community/eslint-utils": "^4.4.0",
-        "@typescript-eslint/scope-manager": "8.24.0",
-        "@typescript-eslint/types": "8.24.0",
-        "@typescript-eslint/typescript-estree": "8.24.0"
+        "@typescript-eslint/scope-manager": "8.24.1",
+        "@typescript-eslint/types": "8.24.1",
+        "@typescript-eslint/typescript-estree": "8.24.1"
       },
       "engines": {
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
@@ -6727,14 +6727,14 @@
       }
     },
     "node_modules/@typescript-eslint/utils/node_modules/@typescript-eslint/scope-manager": {
-      "version": "8.24.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-8.24.0.tgz",
-      "integrity": "sha512-HZIX0UByphEtdVBKaQBgTDdn9z16l4aTUz8e8zPQnyxwHBtf5vtl1L+OhH+m1FGV9DrRmoDuYKqzVrvWDcDozw==",
+      "version": "8.24.1",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-8.24.1.tgz",
+      "integrity": "sha512-OdQr6BNBzwRjNEXMQyaGyZzgg7wzjYKfX2ZBV3E04hUCBDv3GQCHiz9RpqdUIiVrMgJGkXm3tcEh4vFSHreS2Q==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@typescript-eslint/types": "8.24.0",
-        "@typescript-eslint/visitor-keys": "8.24.0"
+        "@typescript-eslint/types": "8.24.1",
+        "@typescript-eslint/visitor-keys": "8.24.1"
       },
       "engines": {
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
@@ -6745,9 +6745,9 @@
       }
     },
     "node_modules/@typescript-eslint/utils/node_modules/@typescript-eslint/types": {
-      "version": "8.24.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-8.24.0.tgz",
-      "integrity": "sha512-VacJCBTyje7HGAw7xp11q439A+zeGG0p0/p2zsZwpnMzjPB5WteaWqt4g2iysgGFafrqvyLWqq6ZPZAOCoefCw==",
+      "version": "8.24.1",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-8.24.1.tgz",
+      "integrity": "sha512-9kqJ+2DkUXiuhoiYIUvIYjGcwle8pcPpdlfkemGvTObzgmYfJ5d0Qm6jwb4NBXP9W1I5tss0VIAnWFumz3mC5A==",
       "dev": true,
       "license": "MIT",
       "engines": {
@@ -6759,14 +6759,14 @@
       }
     },
     "node_modules/@typescript-eslint/utils/node_modules/@typescript-eslint/typescript-estree": {
-      "version": "8.24.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-8.24.0.tgz",
-      "integrity": "sha512-ITjYcP0+8kbsvT9bysygfIfb+hBj6koDsu37JZG7xrCiy3fPJyNmfVtaGsgTUSEuTzcvME5YI5uyL5LD1EV5ZQ==",
+      "version": "8.24.1",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-8.24.1.tgz",
+      "integrity": "sha512-UPyy4MJ/0RE648DSKQe9g0VDSehPINiejjA6ElqnFaFIhI6ZEiZAkUI0D5MCk0bQcTf/LVqZStvQ6K4lPn/BRg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@typescript-eslint/types": "8.24.0",
-        "@typescript-eslint/visitor-keys": "8.24.0",
+        "@typescript-eslint/types": "8.24.1",
+        "@typescript-eslint/visitor-keys": "8.24.1",
         "debug": "^4.3.4",
         "fast-glob": "^3.3.2",
         "is-glob": "^4.0.3",
@@ -6786,13 +6786,13 @@
       }
     },
     "node_modules/@typescript-eslint/utils/node_modules/@typescript-eslint/visitor-keys": {
-      "version": "8.24.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-8.24.0.tgz",
-      "integrity": "sha512-kArLq83QxGLbuHrTMoOEWO+l2MwsNS2TGISEdx8xgqpkbytB07XmlQyQdNDrCc1ecSqx0cnmhGvpX+VBwqqSkg==",
+      "version": "8.24.1",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-8.24.1.tgz",
+      "integrity": "sha512-EwVHlp5l+2vp8CoqJm9KikPZgi3gbdZAtabKT9KPShGeOcJhsv4Zdo3oc8T8I0uKEmYoU4ItyxbptjF08enaxg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@typescript-eslint/types": "8.24.0",
+        "@typescript-eslint/types": "8.24.1",
         "eslint-visitor-keys": "^4.2.0"
       },
       "engines": {
@@ -6873,9 +6873,9 @@
       }
     },
     "node_modules/@vitest/coverage-v8": {
-      "version": "3.0.5",
-      "resolved": "https://registry.npmjs.org/@vitest/coverage-v8/-/coverage-v8-3.0.5.tgz",
-      "integrity": "sha512-zOOWIsj5fHh3jjGwQg+P+J1FW3s4jBu1Zqga0qW60yutsBtqEqNEJKWYh7cYn1yGD+1bdPsPdC/eL4eVK56xMg==",
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@vitest/coverage-v8/-/coverage-v8-3.0.6.tgz",
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diff --git a/frontend/package.json b/frontend/package.json
index 6049777c09df..3b597063d6ca 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -13,26 +13,26 @@
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     "@xterm/addon-fit": "^0.10.0",
     "@xterm/xterm": "^5.4.0",
     "axios": "^1.7.9",
     "clsx": "^2.1.1",
     "eslint-config-airbnb-typescript": "^18.0.0",
-    "framer-motion": "^12.4.2",
+    "framer-motion": "^12.4.4",
     "i18next": "^24.2.2",
     "i18next-browser-languagedetector": "^8.0.3",
     "i18next-http-backend": "^3.0.2",
     "isbot": "^5.1.22",
-    "jose": "^5.9.4",
+    "jose": "^5.10.0",
     "monaco-editor": "^0.52.2",
-    "posthog-js": "^1.217.6",
+    "posthog-js": "^1.219.3",
     "react": "^19.0.0",
     "react-dom": "^19.0.0",
     "react-highlight": "^0.15.0",
     "react-hot-toast": "^2.5.1",
-    "react-i18next": "^15.4.0",
+    "react-i18next": "^15.4.1",
     "react-icons": "^5.4.0",
     "react-markdown": "^9.0.3",
     "react-redux": "^9.2.0",
@@ -40,7 +40,7 @@
     "react-syntax-highlighter": "^15.6.1",
     "react-textarea-autosize": "^8.5.7",
     "remark-gfm": "^4.0.1",
-    "sirv-cli": "^3.0.0",
+    "sirv-cli": "^3.0.1",
     "socket.io-client": "^4.8.1",
     "tailwind-merge": "^3.0.1",
     "vite": "^6.1.0",
@@ -93,7 +93,7 @@
     "@types/ws": "^8.5.14",
     "@typescript-eslint/eslint-plugin": "^7.18.0",
     "@typescript-eslint/parser": "^7.18.0",
-    "@vitest/coverage-v8": "^3.0.5",
+    "@vitest/coverage-v8": "^3.0.6",
     "autoprefixer": "^10.4.20",
     "cross-env": "^7.0.3",
     "eslint": "^8.57.0",

From 96d19928235b58692a820aae76ce12ad6b2fe754 Mon Sep 17 00:00:00 2001
From: "sp.wack" <83104063+amanape@users.noreply.github.com>
Date: Tue, 18 Feb 2025 20:38:26 +0400
Subject: [PATCH 06/23] hotfix: Conversation panel toggle should change color
 given state (#6791)

---
 frontend/src/components/features/sidebar/sidebar.tsx | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/frontend/src/components/features/sidebar/sidebar.tsx b/frontend/src/components/features/sidebar/sidebar.tsx
index d4c8f3c0b99f..fdbb47aa9cec 100644
--- a/frontend/src/components/features/sidebar/sidebar.tsx
+++ b/frontend/src/components/features/sidebar/sidebar.tsx
@@ -22,6 +22,7 @@ import { TooltipButton } from "#/components/shared/buttons/tooltip-button";
 import { ConversationPanelWrapper } from "../conversation-panel/conversation-panel-wrapper";
 import { useLogout } from "#/hooks/mutation/use-logout";
 import { useConfig } from "#/hooks/query/use-config";
+import { cn } from "#/utils/utils";
 
 export function Sidebar() {
   const dispatch = useDispatch();
@@ -83,7 +84,12 @@ export function Sidebar() {
               ariaLabel="Conversations"
               onClick={() => setConversationPanelIsOpen((prev) => !prev)}
             >
-              <FaListUl size={22} />
+              <FaListUl
+                size={22}
+                className={cn(
+                  conversationPanelIsOpen ? "text-white" : "text-[#9099AC]",
+                )}
+              />
             </TooltipButton>
             <DocsButton />
           </div>

From e3e00ed70a4ea09c75a881f91a98236e70d40880 Mon Sep 17 00:00:00 2001
From: "sp.wack" <83104063+amanape@users.noreply.github.com>
Date: Tue, 18 Feb 2025 21:28:59 +0400
Subject: [PATCH 07/23] fix(frontend): Hide modal when in settings page if
 first time (#6792)

---
 frontend/__tests__/routes/home.test.tsx       | 17 +++---
 frontend/__tests__/routes/settings.test.tsx   | 54 ++++++++++++++++++-
 .../components/features/sidebar/sidebar.tsx   | 18 +++++--
 .../shared/modals/settings/settings-modal.tsx |  2 +-
 frontend/src/routes/settings.tsx              |  6 ++-
 5 files changed, 81 insertions(+), 16 deletions(-)

diff --git a/frontend/__tests__/routes/home.test.tsx b/frontend/__tests__/routes/home.test.tsx
index ec7a24761f60..64232673355e 100644
--- a/frontend/__tests__/routes/home.test.tsx
+++ b/frontend/__tests__/routes/home.test.tsx
@@ -39,12 +39,12 @@ describe("Home Screen", () => {
           Component: Home,
           path: "/",
         },
+        {
+          Component: SettingsScreen,
+          path: "/settings",
+        },
       ],
     },
-    {
-      Component: SettingsScreen,
-      path: "/settings",
-    },
   ]);
 
   afterEach(() => {
@@ -96,6 +96,9 @@ describe("Home Screen", () => {
       const user = userEvent.setup();
       renderWithProviders(<RouterStub initialEntries={["/"]} />);
 
+      const settingsScreen = screen.queryByTestId("settings-screen");
+      expect(settingsScreen).not.toBeInTheDocument();
+
       const settingsModal = await screen.findByTestId("ai-config-modal");
       expect(settingsModal).toBeInTheDocument();
 
@@ -104,11 +107,11 @@ describe("Home Screen", () => {
       );
       await user.click(advancedSettingsButton);
 
+      const settingsScreenAfter = await screen.findByTestId("settings-screen");
+      expect(settingsScreenAfter).toBeInTheDocument();
+
       const settingsModalAfter = screen.queryByTestId("ai-config-modal");
       expect(settingsModalAfter).not.toBeInTheDocument();
-
-      const settingsScreen = await screen.findByTestId("settings-screen");
-      expect(settingsScreen).toBeInTheDocument();
     });
   });
 });
diff --git a/frontend/__tests__/routes/settings.test.tsx b/frontend/__tests__/routes/settings.test.tsx
index 4578fbe58ea7..6ce0458bdd3b 100644
--- a/frontend/__tests__/routes/settings.test.tsx
+++ b/frontend/__tests__/routes/settings.test.tsx
@@ -696,7 +696,7 @@ describe("Settings Screen", () => {
 
       expect(saveSettingsSpy).toHaveBeenCalledWith(
         expect.objectContaining({
-          llm_api_key: undefined,
+          llm_api_key: "", // empty because it's not set previously
           github_token: undefined,
           language: "no",
         }),
@@ -735,7 +735,7 @@ describe("Settings Screen", () => {
       expect(saveSettingsSpy).toHaveBeenCalledWith(
         expect.objectContaining({
           github_token: undefined,
-          llm_api_key: undefined,
+          llm_api_key: "", // empty because it's not set previously
           llm_model: "openai/gpt-4o",
         }),
       );
@@ -900,5 +900,55 @@ describe("Settings Screen", () => {
         }),
       );
     });
+
+    it("should send an empty LLM API Key if the user submits an empty string", async () => {
+      const user = userEvent.setup();
+      renderSettingsScreen();
+
+      const input = await screen.findByTestId("llm-api-key-input");
+      expect(input).toHaveValue("");
+
+      const saveButton = screen.getByText("Save Changes");
+      await user.click(saveButton);
+
+      expect(saveSettingsSpy).toHaveBeenCalledWith(
+        expect.objectContaining({ llm_api_key: "" }),
+      );
+    });
+
+    it("should not send an empty LLM API Key if the user submits an empty string but already has it set", async () => {
+      const user = userEvent.setup();
+      getSettingsSpy.mockResolvedValue({
+        ...MOCK_DEFAULT_USER_SETTINGS,
+        llm_api_key: "**********",
+      });
+
+      renderSettingsScreen();
+
+      const input = await screen.findByTestId("llm-api-key-input");
+      expect(input).toHaveValue("");
+
+      const saveButton = screen.getByText("Save Changes");
+      await user.click(saveButton);
+
+      expect(saveSettingsSpy).toHaveBeenCalledWith(
+        expect.objectContaining({ llm_api_key: undefined }),
+      );
+    });
+
+    it("should submit the LLM API Key if it is the first time the user sets it", async () => {
+      const user = userEvent.setup();
+      renderSettingsScreen();
+
+      const input = await screen.findByTestId("llm-api-key-input");
+      await user.type(input, "new-api-key");
+
+      const saveButton = screen.getByText("Save Changes");
+      await user.click(saveButton);
+
+      expect(saveSettingsSpy).toHaveBeenCalledWith(
+        expect.objectContaining({ llm_api_key: "new-api-key" }),
+      );
+    });
   });
 });
diff --git a/frontend/src/components/features/sidebar/sidebar.tsx b/frontend/src/components/features/sidebar/sidebar.tsx
index fdbb47aa9cec..d0f2ba427ce7 100644
--- a/frontend/src/components/features/sidebar/sidebar.tsx
+++ b/frontend/src/components/features/sidebar/sidebar.tsx
@@ -3,7 +3,7 @@ import { FaListUl } from "react-icons/fa";
 import { useDispatch } from "react-redux";
 import posthog from "posthog-js";
 import toast from "react-hot-toast";
-import { NavLink } from "react-router";
+import { NavLink, useLocation } from "react-router";
 import { useGitHubUser } from "#/hooks/query/use-github-user";
 import { UserActions } from "./user-actions";
 import { AllHandsLogoButton } from "#/components/shared/buttons/all-hands-logo-button";
@@ -25,6 +25,7 @@ import { useConfig } from "#/hooks/query/use-config";
 import { cn } from "#/utils/utils";
 
 export function Sidebar() {
+  const location = useLocation();
   const dispatch = useDispatch();
   const endSession = useEndSession();
   const user = useGitHubUser();
@@ -43,20 +44,27 @@ export function Sidebar() {
     React.useState(false);
 
   React.useEffect(() => {
-    // We don't show toast errors for settings in the global error handler
-    // because we have a special case for 404 errors
-    if (
+    if (location.pathname === "/settings") {
+      setSettingsModalIsOpen(false);
+    } else if (
       !isFetchingSettings &&
       settingsIsError &&
       settingsError?.status !== 404
     ) {
+      // We don't show toast errors for settings in the global error handler
+      // because we have a special case for 404 errors
       toast.error(
         "Something went wrong while fetching settings. Please reload the page.",
       );
     } else if (settingsError?.status === 404) {
       setSettingsModalIsOpen(true);
     }
-  }, [settingsError?.status, settingsError, isFetchingSettings]);
+  }, [
+    settingsError?.status,
+    settingsError,
+    isFetchingSettings,
+    location.pathname,
+  ]);
 
   const handleEndSession = () => {
     dispatch(setCurrentAgentState(AgentState.LOADING));
diff --git a/frontend/src/components/shared/modals/settings/settings-modal.tsx b/frontend/src/components/shared/modals/settings/settings-modal.tsx
index 40b264e0c55b..723a86cec398 100644
--- a/frontend/src/components/shared/modals/settings/settings-modal.tsx
+++ b/frontend/src/components/shared/modals/settings/settings-modal.tsx
@@ -18,7 +18,7 @@ export function SettingsModal({ onClose, settings }: SettingsModalProps) {
   const { t } = useTranslation();
 
   return (
-    <ModalBackdrop onClose={onClose}>
+    <ModalBackdrop>
       <div
         data-testid="ai-config-modal"
         className="bg-root-primary min-w-[384px] p-6 rounded-xl flex flex-col gap-2"
diff --git a/frontend/src/routes/settings.tsx b/frontend/src/routes/settings.tsx
index 0e12c38e5203..58d52944e0a6 100644
--- a/frontend/src/routes/settings.tsx
+++ b/frontend/src/routes/settings.tsx
@@ -131,7 +131,11 @@ function SettingsScreen() {
         user_consents_to_analytics: userConsentsToAnalytics,
         LLM_MODEL: customLlmModel || fullLlmModel,
         LLM_BASE_URL: formData.get("base-url-input")?.toString() || "",
-        LLM_API_KEY: formData.get("llm-api-key-input")?.toString() || undefined,
+        LLM_API_KEY:
+          formData.get("llm-api-key-input")?.toString() ||
+          (isLLMKeySet
+            ? undefined // don't update if it's already set
+            : ""), // reset if it's first time save to avoid 500 error
         AGENT: formData.get("agent-input")?.toString(),
         SECURITY_ANALYZER:
           formData.get("security-analyzer-input")?.toString() || "",

From 2e98fc8fb3f956e0f17fd2e1f519623425b33394 Mon Sep 17 00:00:00 2001
From: "sp.wack" <83104063+amanape@users.noreply.github.com>
Date: Tue, 18 Feb 2025 21:56:10 +0400
Subject: [PATCH 08/23] feat(SaaS): Billing settings screen (#6495)

Co-authored-by: Tim O'Farrell <tofarr@gmail.com>
---
 .../features/payment/payment-form.test.tsx    |  166 +
 .../settings/settings-input.test.tsx          |   23 +-
 .../routes/settings-with-payment.test.tsx     |   83 +
 frontend/__tests__/routes/settings.test.tsx   |    2 +
 .../__tests__/utils/amount-is-valid.test.ts   |   32 +
 frontend/package-lock.json                    |   43 +-
 frontend/package.json                         |    6 +-
 frontend/src/api/open-hands.ts                |   17 +
 .../features/payment/payment-form.tsx         |   92 +
 .../features/settings/settings-input.tsx      |    5 +-
 frontend/src/entry.client.tsx                 |    2 +-
 .../use-create-stripe-checkout-session.ts     |   12 +
 frontend/src/hooks/query/use-balance.ts       |   13 +
 frontend/src/icons/money.svg                  |    3 +
 frontend/src/mocks/billing-handlers.ts        |   36 +
 frontend/src/mocks/handlers.ts                |    5 +-
 frontend/src/routes.ts                        |    5 +-
 frontend/src/routes/account-settings.tsx      |  447 +++
 frontend/src/routes/billing.tsx               |   39 +
 frontend/src/routes/settings.tsx              |  486 +--
 frontend/src/utils/amount-is-valid.ts         |   10 +
 frontend/src/utils/custom-toast-handlers.ts   |   25 +
 frontend/src/utils/feature-flags.ts           |    1 +
 frontend/tests/settings.spec.ts               |   80 +-
 poetry.lock                                   | 3067 +++++++++--------
 pyproject.toml                                |    1 +
 26 files changed, 2668 insertions(+), 2033 deletions(-)
 create mode 100644 frontend/__tests__/components/features/payment/payment-form.test.tsx
 create mode 100644 frontend/__tests__/routes/settings-with-payment.test.tsx
 create mode 100644 frontend/__tests__/utils/amount-is-valid.test.ts
 create mode 100644 frontend/src/components/features/payment/payment-form.tsx
 create mode 100644 frontend/src/hooks/mutation/stripe/use-create-stripe-checkout-session.ts
 create mode 100644 frontend/src/hooks/query/use-balance.ts
 create mode 100644 frontend/src/icons/money.svg
 create mode 100644 frontend/src/mocks/billing-handlers.ts
 create mode 100644 frontend/src/routes/account-settings.tsx
 create mode 100644 frontend/src/routes/billing.tsx
 create mode 100644 frontend/src/utils/amount-is-valid.ts
 create mode 100644 frontend/src/utils/custom-toast-handlers.ts

diff --git a/frontend/__tests__/components/features/payment/payment-form.test.tsx b/frontend/__tests__/components/features/payment/payment-form.test.tsx
new file mode 100644
index 000000000000..815d0530d103
--- /dev/null
+++ b/frontend/__tests__/components/features/payment/payment-form.test.tsx
@@ -0,0 +1,166 @@
+import { QueryClient, QueryClientProvider } from "@tanstack/react-query";
+import { render, screen, waitFor } from "@testing-library/react";
+import userEvent from "@testing-library/user-event";
+import { afterEach, beforeEach, describe, expect, it, test, vi } from "vitest";
+import OpenHands from "#/api/open-hands";
+import { PaymentForm } from "#/components/features/payment/payment-form";
+
+describe("PaymentForm", () => {
+  const getBalanceSpy = vi.spyOn(OpenHands, "getBalance");
+  const createCheckoutSessionSpy = vi.spyOn(OpenHands, "createCheckoutSession");
+  const getConfigSpy = vi.spyOn(OpenHands, "getConfig");
+
+  const renderPaymentForm = () =>
+    render(<PaymentForm />, {
+      wrapper: ({ children }) => (
+        <QueryClientProvider client={new QueryClient()}>
+          {children}
+        </QueryClientProvider>
+      ),
+    });
+
+  beforeEach(() => {
+    // useBalance hook will return the balance only if the APP_MODE is "saas"
+    getConfigSpy.mockResolvedValue({
+      APP_MODE: "saas",
+      GITHUB_CLIENT_ID: "123",
+      POSTHOG_CLIENT_KEY: "456",
+    });
+  });
+
+  afterEach(() => {
+    vi.clearAllMocks();
+  });
+
+  it("should render the users current balance", async () => {
+    getBalanceSpy.mockResolvedValue("100.50");
+    renderPaymentForm();
+
+    await waitFor(() => {
+      const balance = screen.getByTestId("user-balance");
+      expect(balance).toHaveTextContent("$100.50");
+    });
+  });
+
+  it("should render the users current balance to two decimal places", async () => {
+    getBalanceSpy.mockResolvedValue("100");
+    renderPaymentForm();
+
+    await waitFor(() => {
+      const balance = screen.getByTestId("user-balance");
+      expect(balance).toHaveTextContent("$100.00");
+    });
+  });
+
+  test("the user can top-up a specific amount", async () => {
+    const user = userEvent.setup();
+    renderPaymentForm();
+
+    const topUpInput = await screen.findByTestId("top-up-input");
+    await user.type(topUpInput, "50.12");
+
+    const topUpButton = screen.getByText("Add credit");
+    await user.click(topUpButton);
+
+    expect(createCheckoutSessionSpy).toHaveBeenCalledWith(50.12);
+  });
+
+  it("should round the top-up amount to two decimal places", async () => {
+    const user = userEvent.setup();
+    renderPaymentForm();
+
+    const topUpInput = await screen.findByTestId("top-up-input");
+    await user.type(topUpInput, "50.125456");
+
+    const topUpButton = screen.getByText("Add credit");
+    await user.click(topUpButton);
+
+    expect(createCheckoutSessionSpy).toHaveBeenCalledWith(50.13);
+  });
+
+  it("should render the payment method link", async () => {
+    renderPaymentForm();
+
+    screen.getByTestId("payment-methods-link");
+  });
+
+  it("should disable the top-up button if the user enters an invalid amount", async () => {
+    const user = userEvent.setup();
+    renderPaymentForm();
+
+    const topUpButton = screen.getByText("Add credit");
+    expect(topUpButton).toBeDisabled();
+
+    const topUpInput = await screen.findByTestId("top-up-input");
+    await user.type(topUpInput, "  ");
+
+    expect(topUpButton).toBeDisabled();
+  });
+
+  it("should disable the top-up button after submission", async () => {
+    const user = userEvent.setup();
+    renderPaymentForm();
+
+    const topUpInput = await screen.findByTestId("top-up-input");
+    await user.type(topUpInput, "50.12");
+
+    const topUpButton = screen.getByText("Add credit");
+    await user.click(topUpButton);
+
+    expect(topUpButton).toBeDisabled();
+  });
+
+  describe("prevent submission if", () => {
+    test("user enters a negative amount", async () => {
+      const user = userEvent.setup();
+      renderPaymentForm();
+
+      const topUpInput = await screen.findByTestId("top-up-input");
+      await user.type(topUpInput, "-50.12");
+
+      const topUpButton = screen.getByText("Add credit");
+      await user.click(topUpButton);
+
+      expect(createCheckoutSessionSpy).not.toHaveBeenCalled();
+    });
+
+    test("user enters an empty string", async () => {
+      const user = userEvent.setup();
+      renderPaymentForm();
+
+      const topUpInput = await screen.findByTestId("top-up-input");
+      await user.type(topUpInput, "     ");
+
+      const topUpButton = screen.getByText("Add credit");
+      await user.click(topUpButton);
+
+      expect(createCheckoutSessionSpy).not.toHaveBeenCalled();
+    });
+
+    test("user enters a non-numeric value", async () => {
+      const user = userEvent.setup();
+      renderPaymentForm();
+
+      const topUpInput = await screen.findByTestId("top-up-input");
+      await user.type(topUpInput, "abc");
+
+      const topUpButton = screen.getByText("Add credit");
+      await user.click(topUpButton);
+
+      expect(createCheckoutSessionSpy).not.toHaveBeenCalled();
+    });
+
+    test("user enters less than the minimum amount", async () => {
+      const user = userEvent.setup();
+      renderPaymentForm();
+
+      const topUpInput = await screen.findByTestId("top-up-input");
+      await user.type(topUpInput, "20"); // test assumes the minimum is 25
+
+      const topUpButton = screen.getByText("Add credit");
+      await user.click(topUpButton);
+
+      expect(createCheckoutSessionSpy).not.toHaveBeenCalled();
+    });
+  });
+});
diff --git a/frontend/__tests__/components/settings/settings-input.test.tsx b/frontend/__tests__/components/settings/settings-input.test.tsx
index 6009a2409e83..c2c6f650679d 100644
--- a/frontend/__tests__/components/settings/settings-input.test.tsx
+++ b/frontend/__tests__/components/settings/settings-input.test.tsx
@@ -1,5 +1,6 @@
 import { render, screen } from "@testing-library/react";
-import { describe, expect, it } from "vitest";
+import { describe, expect, it, vi } from "vitest";
+import userEvent from "@testing-library/user-event";
 import { SettingsInput } from "#/components/features/settings/settings-input";
 
 describe("SettingsInput", () => {
@@ -85,4 +86,24 @@ describe("SettingsInput", () => {
 
     expect(screen.getByText("Start Content")).toBeInTheDocument();
   });
+
+  it("should call onChange with the input value", async () => {
+    const onChangeMock = vi.fn();
+    const user = userEvent.setup();
+
+    render(
+      <SettingsInput
+        testId="test-input"
+        label="Test Input"
+        type="text"
+        onChange={onChangeMock}
+      />,
+    );
+
+    const input = screen.getByTestId("test-input");
+    await user.type(input, "Test");
+
+    expect(onChangeMock).toHaveBeenCalledTimes(4);
+    expect(onChangeMock).toHaveBeenNthCalledWith(4, "Test");
+  });
 });
diff --git a/frontend/__tests__/routes/settings-with-payment.test.tsx b/frontend/__tests__/routes/settings-with-payment.test.tsx
new file mode 100644
index 000000000000..69f9b8c364b1
--- /dev/null
+++ b/frontend/__tests__/routes/settings-with-payment.test.tsx
@@ -0,0 +1,83 @@
+import { screen, waitFor, within } from "@testing-library/react";
+import userEvent from "@testing-library/user-event";
+import { afterEach, describe, expect, it, vi } from "vitest";
+import { createRoutesStub } from "react-router";
+import { renderWithProviders } from "test-utils";
+import OpenHands from "#/api/open-hands";
+import SettingsScreen from "#/routes/settings";
+import { PaymentForm } from "#/components/features/payment/payment-form";
+import * as FeatureFlags from "#/utils/feature-flags";
+
+describe("Settings Billing", () => {
+  const getConfigSpy = vi.spyOn(OpenHands, "getConfig");
+  vi.spyOn(FeatureFlags, "BILLING_SETTINGS").mockReturnValue(true);
+
+  const RoutesStub = createRoutesStub([
+    {
+      Component: SettingsScreen,
+      path: "/settings",
+      children: [
+        {
+          Component: () => <PaymentForm />,
+          path: "/settings/billing",
+        },
+      ],
+    },
+  ]);
+
+  const renderSettingsScreen = () =>
+    renderWithProviders(<RoutesStub initialEntries={["/settings"]} />);
+
+  afterEach(() => {
+    vi.clearAllMocks();
+  });
+
+  it("should not render the navbar if OSS mode", async () => {
+    getConfigSpy.mockResolvedValue({
+      APP_MODE: "oss",
+      GITHUB_CLIENT_ID: "123",
+      POSTHOG_CLIENT_KEY: "456",
+    });
+
+    renderSettingsScreen();
+
+    await waitFor(() => {
+      const navbar = screen.queryByTestId("settings-navbar");
+      expect(navbar).not.toBeInTheDocument();
+    });
+  });
+
+  it("should render the navbar if SaaS mode", async () => {
+    getConfigSpy.mockResolvedValue({
+      APP_MODE: "saas",
+      GITHUB_CLIENT_ID: "123",
+      POSTHOG_CLIENT_KEY: "456",
+    });
+
+    renderSettingsScreen();
+
+    await waitFor(() => {
+      const navbar = screen.getByTestId("settings-navbar");
+      within(navbar).getByText("Account");
+      within(navbar).getByText("Credits");
+    });
+  });
+
+  it("should render the billing settings if clicking the credits item", async () => {
+    const user = userEvent.setup();
+    getConfigSpy.mockResolvedValue({
+      APP_MODE: "saas",
+      GITHUB_CLIENT_ID: "123",
+      POSTHOG_CLIENT_KEY: "456",
+    });
+
+    renderSettingsScreen();
+
+    const navbar = await screen.findByTestId("settings-navbar");
+    const credits = within(navbar).getByText("Credits");
+    await user.click(credits);
+
+    const billingSection = await screen.findByTestId("billing-settings");
+    within(billingSection).getByText("Manage Credits");
+  });
+});
diff --git a/frontend/__tests__/routes/settings.test.tsx b/frontend/__tests__/routes/settings.test.tsx
index 6ce0458bdd3b..f307e4fb4b17 100644
--- a/frontend/__tests__/routes/settings.test.tsx
+++ b/frontend/__tests__/routes/settings.test.tsx
@@ -10,6 +10,7 @@ import * as AdvancedSettingsUtlls from "#/utils/has-advanced-settings-set";
 import { MOCK_DEFAULT_USER_SETTINGS } from "#/mocks/handlers";
 import { PostApiSettings } from "#/types/settings";
 import * as ConsentHandlers from "#/utils/handle-capture-consent";
+import AccountSettings from "#/routes/account-settings";
 
 const toggleAdvancedSettings = async (user: UserEvent) => {
   const advancedSwitch = await screen.findByTestId("advanced-settings-switch");
@@ -36,6 +37,7 @@ describe("Settings Screen", () => {
     {
       Component: SettingsScreen,
       path: "/settings",
+      children: [{ Component: AccountSettings, path: "/settings" }],
     },
   ]);
 
diff --git a/frontend/__tests__/utils/amount-is-valid.test.ts b/frontend/__tests__/utils/amount-is-valid.test.ts
new file mode 100644
index 000000000000..30181e1b48c9
--- /dev/null
+++ b/frontend/__tests__/utils/amount-is-valid.test.ts
@@ -0,0 +1,32 @@
+import { describe, expect, test } from "vitest";
+import { amountIsValid } from "#/utils/amount-is-valid";
+
+describe("amountIsValid", () => {
+  describe("fails", () => {
+    test("when the amount is negative", () => {
+      expect(amountIsValid("-5")).toBe(false);
+      expect(amountIsValid("-25")).toBe(false);
+    });
+
+    test("when the amount is zero", () => {
+      expect(amountIsValid("0")).toBe(false);
+    });
+
+    test("when an empty string is passed", () => {
+      expect(amountIsValid("")).toBe(false);
+      expect(amountIsValid("     ")).toBe(false);
+    });
+
+    test("when a non-numeric value is passed", () => {
+      expect(amountIsValid("abc")).toBe(false);
+      expect(amountIsValid("1abc")).toBe(false);
+      expect(amountIsValid("abc1")).toBe(false);
+    });
+
+    test("when an amount less than the minimum is passed", () => {
+      // test assumes the minimum is 25
+      expect(amountIsValid("24")).toBe(false);
+      expect(amountIsValid("24.99")).toBe(false);
+    });
+  });
+});
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 168c295a2fa9..f03e27c271f6 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -14,6 +14,8 @@
         "@react-router/serve": "^7.1.5",
         "@react-types/shared": "^3.27.0",
         "@reduxjs/toolkit": "^2.5.1",
+        "@stripe/react-stripe-js": "^3.1.1",
+        "@stripe/stripe-js": "^5.5.0",
         "@tanstack/react-query": "^5.66.7",
         "@vitejs/plugin-react": "^4.3.2",
         "@xterm/addon-fit": "^0.10.0",
@@ -84,6 +86,7 @@
         "msw": "^2.6.6",
         "postcss": "^8.5.2",
         "prettier": "^3.5.1",
+        "stripe": "^17.5.0",
         "tailwindcss": "^3.4.17",
         "typescript": "^5.7.3",
         "vite-plugin-svgr": "^4.2.0",
@@ -5871,6 +5874,29 @@
       "integrity": "sha512-9BCxFwvbGg/RsZK9tjXd8s4UcwR0MWeFQ1XEKIQVVvAGJyINdrqKMcTRyLoK8Rse1GjzLV9cwjWV1olXRWEXVA==",
       "license": "MIT"
     },
+    "node_modules/@stripe/react-stripe-js": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/@stripe/react-stripe-js/-/react-stripe-js-3.1.1.tgz",
+      "integrity": "sha512-+JzYFgUivVD7koqYV7LmLlt9edDMAwKH7XhZAHFQMo7NeRC+6D2JmQGzp9tygWerzwttwFLlExGp4rAOvD6l9g==",
+      "license": "MIT",
+      "dependencies": {
+        "prop-types": "^15.7.2"
+      },
+      "peerDependencies": {
+        "@stripe/stripe-js": "^1.44.1 || ^2.0.0 || ^3.0.0 || ^4.0.0 || ^5.0.0",
+        "react": ">=16.8.0 <20.0.0",
+        "react-dom": ">=16.8.0 <20.0.0"
+      }
+    },
+    "node_modules/@stripe/stripe-js": {
+      "version": "5.6.0",
+      "resolved": "https://registry.npmjs.org/@stripe/stripe-js/-/stripe-js-5.6.0.tgz",
+      "integrity": "sha512-w8CEY73X/7tw2KKlL3iOk679V9bWseE4GzNz3zlaYxcTjmcmWOathRb0emgo/QQ3eoNzmq68+2Y2gxluAv3xGw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=12.16"
+      }
+    },
     "node_modules/@svgr/babel-plugin-add-jsx-attribute": {
       "version": "8.0.0",
       "resolved": "https://registry.npmjs.org/@svgr/babel-plugin-add-jsx-attribute/-/babel-plugin-add-jsx-attribute-8.0.0.tgz",
@@ -12324,7 +12350,6 @@
       "version": "1.4.0",
       "resolved": "https://registry.npmjs.org/loose-envify/-/loose-envify-1.4.0.tgz",
       "integrity": "sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "js-tokens": "^3.0.0 || ^4.0.0"
@@ -14679,7 +14704,6 @@
       "version": "15.8.1",
       "resolved": "https://registry.npmjs.org/prop-types/-/prop-types-15.8.1.tgz",
       "integrity": "sha512-oj87CgZICdulUohogVAR7AjlC0327U4el4L6eAvOqCeudMDVU0NThNaV+b9Df4dXgSP1gXMTnPdhfe/2qDH5cg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "loose-envify": "^1.4.0",
@@ -14691,7 +14715,6 @@
       "version": "16.13.1",
       "resolved": "https://registry.npmjs.org/react-is/-/react-is-16.13.1.tgz",
       "integrity": "sha512-24e6ynE2H+OKt4kqsOvNd8kBpV65zoxbA4BVsEOB3ARVWQki/DHzaUoC5KuON/BiccDaCCTZBuOcfZs70kR8bQ==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/property-information": {
@@ -16572,6 +16595,20 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/stripe": {
+      "version": "17.6.0",
+      "resolved": "https://registry.npmjs.org/stripe/-/stripe-17.6.0.tgz",
+      "integrity": "sha512-+HB6+SManp0gSRB0dlPmXO+io18krlAe0uimXhhIkL/RG/VIRigkfoM3QDJPkqbuSW0XsA6uzsivNCJU1ELEDA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": ">=8.1.0",
+        "qs": "^6.11.0"
+      },
+      "engines": {
+        "node": ">=12.*"
+      }
+    },
     "node_modules/style-to-object": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-1.0.8.tgz",
diff --git a/frontend/package.json b/frontend/package.json
index 3b597063d6ca..b840a3e51418 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -13,6 +13,8 @@
     "@react-router/serve": "^7.1.5",
     "@react-types/shared": "^3.27.0",
     "@reduxjs/toolkit": "^2.5.1",
+    "@stripe/react-stripe-js": "^3.1.1",
+    "@stripe/stripe-js": "^5.5.0",
     "@tanstack/react-query": "^5.66.7",
     "@vitejs/plugin-react": "^4.3.2",
     "@xterm/addon-fit": "^0.10.0",
@@ -49,7 +51,8 @@
   },
   "scripts": {
     "dev": "npm run make-i18n && cross-env VITE_MOCK_API=false react-router dev",
-    "dev:mock": "npm run make-i18n && cross-env VITE_MOCK_API=true react-router dev",
+    "dev:mock": "npm run make-i18n && cross-env VITE_MOCK_API=true VITE_MOCK_SAAS=false react-router dev",
+    "dev:mock:saas": "npm run make-i18n && cross-env VITE_MOCK_API=true VITE_MOCK_SAAS=true react-router dev",
     "build": "npm run make-i18n && npm run typecheck && react-router build",
     "start": "npx sirv-cli build/ --single",
     "test": "vitest run",
@@ -111,6 +114,7 @@
     "msw": "^2.6.6",
     "postcss": "^8.5.2",
     "prettier": "^3.5.1",
+    "stripe": "^17.5.0",
     "tailwindcss": "^3.4.17",
     "typescript": "^5.7.3",
     "vite-plugin-svgr": "^4.2.0",
diff --git a/frontend/src/api/open-hands.ts b/frontend/src/api/open-hands.ts
index e77d7a5527c2..58abf00956aa 100644
--- a/frontend/src/api/open-hands.ts
+++ b/frontend/src/api/open-hands.ts
@@ -274,6 +274,23 @@ class OpenHands {
     return data.status === 200;
   }
 
+  static async createCheckoutSession(amount: number): Promise<string> {
+    const { data } = await openHands.post(
+      "/api/billing/create-checkout-session",
+      {
+        amount,
+      },
+    );
+    return data.redirect_url;
+  }
+
+  static async getBalance(): Promise<string> {
+    const { data } = await openHands.get<{ credits: string }>(
+      "/api/billing/credits",
+    );
+    return data.credits;
+  }
+
   static async getGitHubUser(): Promise<GitHubUser> {
     const response = await openHands.get<GitHubUser>("/api/github/user");
 
diff --git a/frontend/src/components/features/payment/payment-form.tsx b/frontend/src/components/features/payment/payment-form.tsx
new file mode 100644
index 000000000000..e42a9e7894d0
--- /dev/null
+++ b/frontend/src/components/features/payment/payment-form.tsx
@@ -0,0 +1,92 @@
+import React from "react";
+import { useCreateStripeCheckoutSession } from "#/hooks/mutation/stripe/use-create-stripe-checkout-session";
+import { useBalance } from "#/hooks/query/use-balance";
+import { cn } from "#/utils/utils";
+import MoneyIcon from "#/icons/money.svg?react";
+import { SettingsInput } from "../settings/settings-input";
+import { BrandButton } from "../settings/brand-button";
+import { HelpLink } from "../settings/help-link";
+import { LoadingSpinner } from "#/components/shared/loading-spinner";
+import { amountIsValid } from "#/utils/amount-is-valid";
+
+export function PaymentForm() {
+  const { data: balance, isLoading } = useBalance();
+  const { mutate: addBalance, isPending } = useCreateStripeCheckoutSession();
+
+  const [buttonIsDisabled, setButtonIsDisabled] = React.useState(true);
+
+  const billingFormAction = async (formData: FormData) => {
+    const amount = formData.get("top-up-input")?.toString();
+
+    if (amount?.trim()) {
+      if (!amountIsValid(amount)) return;
+
+      const float = parseFloat(amount);
+      addBalance({ amount: Number(float.toFixed(2)) });
+    }
+
+    setButtonIsDisabled(true);
+  };
+
+  const handleTopUpInputChange = (value: string) => {
+    setButtonIsDisabled(!amountIsValid(value));
+  };
+
+  return (
+    <form
+      action={billingFormAction}
+      data-testid="billing-settings"
+      className="flex flex-col gap-6 px-11 py-9"
+    >
+      <h2 className="text-[28px] leading-8 tracking-[-0.02em] font-bold">
+        Manage Credits
+      </h2>
+
+      <div
+        className={cn(
+          "flex items-center justify-between w-[680px] bg-[#7F7445] rounded px-3 py-2",
+          "text-[28px] leading-8 -tracking-[0.02em] font-bold",
+        )}
+      >
+        <div className="flex items-center gap-2">
+          <MoneyIcon width={22} height={14} />
+          <span>Balance</span>
+        </div>
+        {!isLoading && (
+          <span data-testid="user-balance">${Number(balance).toFixed(2)}</span>
+        )}
+        {isLoading && <LoadingSpinner size="small" />}
+      </div>
+
+      <div className="flex flex-col gap-3">
+        <SettingsInput
+          testId="top-up-input"
+          name="top-up-input"
+          onChange={handleTopUpInputChange}
+          type="text"
+          label="Top-up amount"
+          placeholder="Specify an amount to top up your credits"
+          className="w-[680px]"
+        />
+
+        <div className="flex items-center w-[680px] gap-2">
+          <BrandButton
+            variant="primary"
+            type="submit"
+            isDisabled={isPending || buttonIsDisabled}
+          >
+            Add credit
+          </BrandButton>
+          {isPending && <LoadingSpinner size="small" />}
+        </div>
+      </div>
+
+      <HelpLink
+        testId="payment-methods-link"
+        href="https://stripe.com/"
+        text="Manage payment methods on"
+        linkText="Stripe"
+      />
+    </form>
+  );
+}
diff --git a/frontend/src/components/features/settings/settings-input.tsx b/frontend/src/components/features/settings/settings-input.tsx
index 5362af09aa28..5d737fd991dd 100644
--- a/frontend/src/components/features/settings/settings-input.tsx
+++ b/frontend/src/components/features/settings/settings-input.tsx
@@ -12,6 +12,7 @@ interface SettingsInputProps {
   isDisabled?: boolean;
   startContent?: React.ReactNode;
   className?: string;
+  onChange?: (value: string) => void;
 }
 
 export function SettingsInput({
@@ -25,6 +26,7 @@ export function SettingsInput({
   isDisabled,
   startContent,
   className,
+  onChange,
 }: SettingsInputProps) {
   return (
     <label className={cn("flex flex-col gap-2.5 w-fit", className)}>
@@ -35,13 +37,14 @@ export function SettingsInput({
       </div>
       <input
         data-testid={testId}
+        onChange={(e) => onChange?.(e.target.value)}
         name={name}
         disabled={isDisabled}
         type={type}
         defaultValue={defaultValue}
         placeholder={placeholder}
         className={cn(
-          "bg-[#454545] border border-[#717888] h-10 w-full rounded p-2 placeholder:italic",
+          "bg-[#454545] border border-[#717888] h-10 w-full rounded p-2 placeholder:italic placeholder:text-[#B7BDC2]",
           "disabled:bg-[#2D2F36] disabled:border-[#2D2F36] disabled:cursor-not-allowed",
         )}
       />
diff --git a/frontend/src/entry.client.tsx b/frontend/src/entry.client.tsx
index 673dabec1137..e8b2d4321f67 100644
--- a/frontend/src/entry.client.tsx
+++ b/frontend/src/entry.client.tsx
@@ -46,7 +46,7 @@ async function prepareApp() {
   }
 }
 
-const queryClient = new QueryClient(queryClientConfig);
+export const queryClient = new QueryClient(queryClientConfig);
 
 prepareApp().then(() =>
   startTransition(() => {
diff --git a/frontend/src/hooks/mutation/stripe/use-create-stripe-checkout-session.ts b/frontend/src/hooks/mutation/stripe/use-create-stripe-checkout-session.ts
new file mode 100644
index 000000000000..e6a58c78e304
--- /dev/null
+++ b/frontend/src/hooks/mutation/stripe/use-create-stripe-checkout-session.ts
@@ -0,0 +1,12 @@
+import { useMutation } from "@tanstack/react-query";
+import OpenHands from "#/api/open-hands";
+
+export const useCreateStripeCheckoutSession = () =>
+  useMutation({
+    mutationFn: async (variables: { amount: number }) => {
+      const redirectUrl = await OpenHands.createCheckoutSession(
+        variables.amount,
+      );
+      window.location.href = redirectUrl;
+    },
+  });
diff --git a/frontend/src/hooks/query/use-balance.ts b/frontend/src/hooks/query/use-balance.ts
new file mode 100644
index 000000000000..bf886e7cefb2
--- /dev/null
+++ b/frontend/src/hooks/query/use-balance.ts
@@ -0,0 +1,13 @@
+import { useQuery } from "@tanstack/react-query";
+import { useConfig } from "./use-config";
+import OpenHands from "#/api/open-hands";
+
+export const useBalance = () => {
+  const { data: config } = useConfig();
+
+  return useQuery({
+    queryKey: ["user", "balance"],
+    queryFn: OpenHands.getBalance,
+    enabled: config?.APP_MODE === "saas",
+  });
+};
diff --git a/frontend/src/icons/money.svg b/frontend/src/icons/money.svg
new file mode 100644
index 000000000000..b869a795793c
--- /dev/null
+++ b/frontend/src/icons/money.svg
@@ -0,0 +1,3 @@
+<svg width="22" height="14" viewBox="0 0 22 14" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M5 6C4.80222 6 4.60888 6.05865 4.44443 6.16853C4.27998 6.27841 4.15181 6.43459 4.07612 6.61732C4.00043 6.80004 3.98063 7.00111 4.01921 7.19509C4.0578 7.38907 4.15304 7.56725 4.29289 7.70711C4.43275 7.84696 4.61093 7.9422 4.80491 7.98079C4.99889 8.01937 5.19996 7.99957 5.38268 7.92388C5.56541 7.84819 5.72159 7.72002 5.83147 7.55557C5.94135 7.39112 6 7.19778 6 7C6 6.73478 5.89464 6.48043 5.70711 6.29289C5.51957 6.10536 5.26522 6 5 6ZM17 6C16.8022 6 16.6089 6.05865 16.4444 6.16853C16.28 6.27841 16.1518 6.43459 16.0761 6.61732C16.0004 6.80004 15.9806 7.00111 16.0192 7.19509C16.0578 7.38907 16.153 7.56725 16.2929 7.70711C16.4327 7.84696 16.6109 7.9422 16.8049 7.98079C16.9989 8.01937 17.2 7.99957 17.3827 7.92388C17.5654 7.84819 17.7216 7.72002 17.8315 7.55557C17.9414 7.39112 18 7.19778 18 7C18 6.73478 17.8946 6.48043 17.7071 6.29289C17.5196 6.10536 17.2652 6 17 6ZM19 0H3C2.20435 0 1.44129 0.316071 0.87868 0.87868C0.31607 1.44129 0 2.20435 0 3V11C0 11.7956 0.31607 12.5587 0.87868 13.1213C1.44129 13.6839 2.20435 14 3 14H19C19.7956 14 20.5587 13.6839 21.1213 13.1213C21.6839 12.5587 22 11.7956 22 11V3C22 2.20435 21.6839 1.44129 21.1213 0.87868C20.5587 0.316071 19.7956 0 19 0ZM20 11C20 11.2652 19.8946 11.5196 19.7071 11.7071C19.5196 11.8946 19.2652 12 19 12H3C2.73478 12 2.48043 11.8946 2.29289 11.7071C2.10536 11.5196 2 11.2652 2 11V3C2 2.73478 2.10536 2.48043 2.29289 2.29289C2.48043 2.10536 2.73478 2 3 2H19C19.2652 2 19.5196 2.10536 19.7071 2.29289C19.8946 2.48043 20 2.73478 20 3V11ZM11 4C10.4067 4 9.82664 4.17595 9.33329 4.50559C8.83994 4.83524 8.45542 5.30377 8.22836 5.85195C8.0013 6.40013 7.94189 7.00333 8.05764 7.58527C8.1734 8.16721 8.45912 8.70176 8.87868 9.12132C9.29824 9.54088 9.83279 9.8266 10.4147 9.94236C10.9967 10.0581 11.5999 9.9987 12.1481 9.77164C12.6962 9.54458 13.1648 9.16006 13.4944 8.66671C13.8241 8.17336 14 7.59334 14 7C14 6.20435 13.6839 5.44129 13.1213 4.87868C12.5587 4.31607 11.7956 4 11 4ZM11 8C10.8022 8 10.6089 7.94135 10.4444 7.83147C10.28 7.72159 10.1518 7.56541 10.0761 7.38268C10.0004 7.19996 9.98063 6.99889 10.0192 6.80491C10.0578 6.61093 10.153 6.43275 10.2929 6.29289C10.4327 6.15304 10.6109 6.0578 10.8049 6.01921C10.9989 5.98063 11.2 6.00043 11.3827 6.07612C11.5654 6.15181 11.7216 6.27998 11.8315 6.44443C11.9414 6.60888 12 6.80222 12 7C12 7.26522 11.8946 7.51957 11.7071 7.70711C11.5196 7.89464 11.2652 8 11 8Z" fill="white"/>
+</svg>
diff --git a/frontend/src/mocks/billing-handlers.ts b/frontend/src/mocks/billing-handlers.ts
new file mode 100644
index 000000000000..0ee95d6e4fe9
--- /dev/null
+++ b/frontend/src/mocks/billing-handlers.ts
@@ -0,0 +1,36 @@
+import { delay, http, HttpResponse } from "msw";
+import Stripe from "stripe";
+
+const TEST_STRIPE_SECRET_KEY = "";
+const PRICE_ID = "";
+
+export const STRIPE_BILLING_HANDLERS = [
+  http.get("/api/billing/credits", async () => {
+    await delay();
+    return HttpResponse.json({ credits: "100" });
+  }),
+
+  http.post("/api/billing/create-checkout-session", async ({ request }) => {
+    await delay();
+    const body = await request.json();
+
+    if (body && typeof body === "object" && body.amount) {
+      const stripe = new Stripe(TEST_STRIPE_SECRET_KEY);
+      const session = await stripe.checkout.sessions.create({
+        line_items: [
+          {
+            price: PRICE_ID,
+            quantity: body.amount,
+          },
+        ],
+        mode: "payment",
+        success_url: "http://localhost:3001/settings/billing/?checkout=success",
+        cancel_url: "http://localhost:3001/settings/billing/?checkout=cancel",
+      });
+
+      if (session.url) return HttpResponse.json({ redirect_url: session.url });
+    }
+
+    return HttpResponse.json({ message: "Invalid request" }, { status: 400 });
+  }),
+];
diff --git a/frontend/src/mocks/handlers.ts b/frontend/src/mocks/handlers.ts
index 7ccaeaf689ce..54df7091cbf3 100644
--- a/frontend/src/mocks/handlers.ts
+++ b/frontend/src/mocks/handlers.ts
@@ -5,6 +5,7 @@ import {
   ResultSet,
 } from "#/api/open-hands.types";
 import { DEFAULT_SETTINGS } from "#/services/settings";
+import { STRIPE_BILLING_HANDLERS } from "./billing-handlers";
 import { ApiSettings, PostApiSettings } from "#/types/settings";
 
 export const MOCK_DEFAULT_USER_SETTINGS: ApiSettings | PostApiSettings = {
@@ -144,6 +145,7 @@ const openHandsHandlers = [
 ];
 
 export const handlers = [
+  ...STRIPE_BILLING_HANDLERS,
   ...openHandsHandlers,
   http.get("/api/github/repositories", () =>
     HttpResponse.json([
@@ -170,8 +172,9 @@ export const handlers = [
     HttpResponse.json(null, { status: 200 }),
   ),
   http.get("/api/options/config", () => {
+    const mockSaas = import.meta.env.VITE_MOCK_SAAS === "true";
     const config: GetConfigResponse = {
-      APP_MODE: "oss",
+      APP_MODE: mockSaas ? "saas" : "oss",
       GITHUB_CLIENT_ID: "fake-github-client-id",
       POSTHOG_CLIENT_KEY: "fake-posthog-client-key",
     };
diff --git a/frontend/src/routes.ts b/frontend/src/routes.ts
index b840b25402a7..660c33fc32b4 100644
--- a/frontend/src/routes.ts
+++ b/frontend/src/routes.ts
@@ -8,7 +8,10 @@ import {
 export default [
   layout("routes/_oh/route.tsx", [
     index("routes/_oh._index/route.tsx"),
-    route("settings", "routes/settings.tsx"),
+    route("settings", "routes/settings.tsx", [
+      index("routes/account-settings.tsx"),
+      route("billing", "routes/billing.tsx"),
+    ]),
     route("conversations/:conversationId", "routes/_oh.app/route.tsx", [
       index("routes/_oh.app._index/route.tsx"),
       route("browser", "routes/_oh.app.browser.tsx"),
diff --git a/frontend/src/routes/account-settings.tsx b/frontend/src/routes/account-settings.tsx
new file mode 100644
index 000000000000..9d77959f30e5
--- /dev/null
+++ b/frontend/src/routes/account-settings.tsx
@@ -0,0 +1,447 @@
+import React from "react";
+import { Link } from "react-router";
+import { BrandButton } from "#/components/features/settings/brand-button";
+import { HelpLink } from "#/components/features/settings/help-link";
+import { KeyStatusIcon } from "#/components/features/settings/key-status-icon";
+import { SettingsDropdownInput } from "#/components/features/settings/settings-dropdown-input";
+import { SettingsInput } from "#/components/features/settings/settings-input";
+import { SettingsSwitch } from "#/components/features/settings/settings-switch";
+import { LoadingSpinner } from "#/components/shared/loading-spinner";
+import { ModalBackdrop } from "#/components/shared/modals/modal-backdrop";
+import { ModelSelector } from "#/components/shared/modals/settings/model-selector";
+import { useSaveSettings } from "#/hooks/mutation/use-save-settings";
+import { useAIConfigOptions } from "#/hooks/query/use-ai-config-options";
+import { useConfig } from "#/hooks/query/use-config";
+import { useSettings } from "#/hooks/query/use-settings";
+import { useAppLogout } from "#/hooks/use-app-logout";
+import { AvailableLanguages } from "#/i18n";
+import { DEFAULT_SETTINGS } from "#/services/settings";
+import { handleCaptureConsent } from "#/utils/handle-capture-consent";
+import { hasAdvancedSettingsSet } from "#/utils/has-advanced-settings-set";
+import { isCustomModel } from "#/utils/is-custom-model";
+import { organizeModelsAndProviders } from "#/utils/organize-models-and-providers";
+import { retrieveAxiosErrorMessage } from "#/utils/retrieve-axios-error-message";
+import {
+  displayErrorToast,
+  displaySuccessToast,
+} from "#/utils/custom-toast-handlers";
+
+const REMOTE_RUNTIME_OPTIONS = [
+  { key: 1, label: "1x (2 core, 8G)" },
+  { key: 2, label: "2x (4 core, 16G)" },
+];
+
+function AccountSettings() {
+  const {
+    data: settings,
+    isFetching: isFetchingSettings,
+    isFetched,
+    isSuccess: isSuccessfulSettings,
+  } = useSettings();
+  const { data: config } = useConfig();
+  const {
+    data: resources,
+    isFetching: isFetchingResources,
+    isSuccess: isSuccessfulResources,
+  } = useAIConfigOptions();
+  const { mutate: saveSettings } = useSaveSettings();
+  const { handleLogout } = useAppLogout();
+
+  const isFetching = isFetchingSettings || isFetchingResources;
+  const isSuccess = isSuccessfulSettings && isSuccessfulResources;
+
+  const determineWhetherToToggleAdvancedSettings = () => {
+    if (isSuccess) {
+      return (
+        isCustomModel(resources.models, settings.LLM_MODEL) ||
+        hasAdvancedSettingsSet(settings)
+      );
+    }
+
+    return false;
+  };
+
+  const isSaas = config?.APP_MODE === "saas";
+  const hasAppSlug = !!config?.APP_SLUG;
+  const isGitHubTokenSet = settings?.GITHUB_TOKEN_IS_SET;
+  const isLLMKeySet = settings?.LLM_API_KEY === "**********";
+  const isAnalyticsEnabled = settings?.USER_CONSENTS_TO_ANALYTICS;
+  const isAdvancedSettingsSet = determineWhetherToToggleAdvancedSettings();
+
+  const modelsAndProviders = organizeModelsAndProviders(
+    resources?.models || [],
+  );
+
+  const [llmConfigMode, setLlmConfigMode] = React.useState<
+    "basic" | "advanced"
+  >(isAdvancedSettingsSet ? "advanced" : "basic");
+  const [confirmationModeIsEnabled, setConfirmationModeIsEnabled] =
+    React.useState(!!settings?.SECURITY_ANALYZER);
+  const [resetSettingsModalIsOpen, setResetSettingsModalIsOpen] =
+    React.useState(false);
+
+  const formRef = React.useRef<HTMLFormElement>(null);
+
+  const onSubmit = async (formData: FormData) => {
+    const languageLabel = formData.get("language-input")?.toString();
+    const languageValue = AvailableLanguages.find(
+      ({ label }) => label === languageLabel,
+    )?.value;
+
+    const llmProvider = formData.get("llm-provider-input")?.toString();
+    const llmModel = formData.get("llm-model-input")?.toString();
+    const fullLlmModel = `${llmProvider}/${llmModel}`.toLowerCase();
+    const customLlmModel = formData.get("llm-custom-model-input")?.toString();
+
+    const rawRemoteRuntimeResourceFactor = formData
+      .get("runtime-settings-input")
+      ?.toString();
+    const remoteRuntimeResourceFactor = REMOTE_RUNTIME_OPTIONS.find(
+      ({ label }) => label === rawRemoteRuntimeResourceFactor,
+    )?.key;
+
+    const userConsentsToAnalytics =
+      formData.get("enable-analytics-switch")?.toString() === "on";
+
+    saveSettings(
+      {
+        github_token:
+          formData.get("github-token-input")?.toString() || undefined,
+        LANGUAGE: languageValue,
+        user_consents_to_analytics: userConsentsToAnalytics,
+        LLM_MODEL: customLlmModel || fullLlmModel,
+        LLM_BASE_URL: formData.get("base-url-input")?.toString() || "",
+        LLM_API_KEY:
+          formData.get("llm-api-key-input")?.toString() ||
+          (isLLMKeySet
+            ? undefined // don't update if it's already set
+            : ""), // reset if it's first time save to avoid 500 error
+        AGENT: formData.get("agent-input")?.toString(),
+        SECURITY_ANALYZER:
+          formData.get("security-analyzer-input")?.toString() || "",
+        REMOTE_RUNTIME_RESOURCE_FACTOR:
+          remoteRuntimeResourceFactor ||
+          DEFAULT_SETTINGS.REMOTE_RUNTIME_RESOURCE_FACTOR,
+        CONFIRMATION_MODE: confirmationModeIsEnabled,
+      },
+      {
+        onSuccess: () => {
+          handleCaptureConsent(userConsentsToAnalytics);
+          displaySuccessToast("Settings saved");
+          setLlmConfigMode(isAdvancedSettingsSet ? "advanced" : "basic");
+        },
+        onError: (error) => {
+          const errorMessage = retrieveAxiosErrorMessage(error);
+          displayErrorToast(errorMessage);
+        },
+      },
+    );
+  };
+
+  const handleReset = () => {
+    saveSettings(
+      {
+        ...DEFAULT_SETTINGS,
+        LLM_API_KEY: "", // reset LLM API key
+      },
+      {
+        onSuccess: () => {
+          displaySuccessToast("Settings reset");
+          setResetSettingsModalIsOpen(false);
+          setLlmConfigMode(isAdvancedSettingsSet ? "advanced" : "basic");
+        },
+      },
+    );
+  };
+
+  React.useEffect(() => {
+    // If settings is still loading by the time the state is set, it will always
+    // default to basic settings. This is a workaround to ensure the correct
+    // settings are displayed.
+    setLlmConfigMode(isAdvancedSettingsSet ? "advanced" : "basic");
+  }, [isAdvancedSettingsSet]);
+
+  if (isFetched && !settings) {
+    return <div>Failed to fetch settings. Please try reloading.</div>;
+  }
+
+  const onToggleAdvancedMode = (isToggled: boolean) => {
+    setLlmConfigMode(isToggled ? "advanced" : "basic");
+    if (!isToggled) {
+      // reset advanced state
+      setConfirmationModeIsEnabled(!!settings?.SECURITY_ANALYZER);
+    }
+  };
+
+  if (isFetching || !settings) {
+    return (
+      <div className="flex grow p-4">
+        <LoadingSpinner size="large" />
+      </div>
+    );
+  }
+
+  return (
+    <>
+      <form
+        ref={formRef}
+        action={onSubmit}
+        className="flex flex-col grow overflow-auto"
+      >
+        <div className="flex flex-col gap-12 px-11 py-9">
+          <section className="flex flex-col gap-6">
+            <div className="flex items-center gap-7">
+              <h2 className="text-[28px] leading-8 tracking-[-0.02em] font-bold">
+                LLM Settings
+              </h2>
+              <SettingsSwitch
+                testId="advanced-settings-switch"
+                defaultIsToggled={isAdvancedSettingsSet}
+                onToggle={onToggleAdvancedMode}
+              >
+                Advanced
+              </SettingsSwitch>
+            </div>
+
+            {llmConfigMode === "basic" && (
+              <ModelSelector
+                models={modelsAndProviders}
+                currentModel={settings.LLM_MODEL}
+              />
+            )}
+
+            {llmConfigMode === "advanced" && (
+              <SettingsInput
+                testId="llm-custom-model-input"
+                name="llm-custom-model-input"
+                label="Custom Model"
+                defaultValue={settings.LLM_MODEL}
+                placeholder="anthropic/claude-3-5-sonnet-20241022"
+                type="text"
+                className="w-[680px]"
+              />
+            )}
+            {llmConfigMode === "advanced" && (
+              <SettingsInput
+                testId="base-url-input"
+                name="base-url-input"
+                label="Base URL"
+                defaultValue={settings.LLM_BASE_URL}
+                placeholder="https://api.openai.com"
+                type="text"
+                className="w-[680px]"
+              />
+            )}
+
+            <SettingsInput
+              testId="llm-api-key-input"
+              name="llm-api-key-input"
+              label="API Key"
+              type="password"
+              className="w-[680px]"
+              startContent={
+                isLLMKeySet && <KeyStatusIcon isSet={isLLMKeySet} />
+              }
+              placeholder={isLLMKeySet ? "**********" : ""}
+            />
+
+            <HelpLink
+              testId="llm-api-key-help-anchor"
+              text="Don't know your API key?"
+              linkText="Click here for instructions"
+              href="https://docs.all-hands.dev/modules/usage/llms"
+            />
+
+            {llmConfigMode === "advanced" && (
+              <SettingsDropdownInput
+                testId="agent-input"
+                name="agent-input"
+                label="Agent"
+                items={
+                  resources?.agents.map((agent) => ({
+                    key: agent,
+                    label: agent,
+                  })) || []
+                }
+                defaultSelectedKey={settings.AGENT}
+                isClearable={false}
+              />
+            )}
+
+            {isSaas && llmConfigMode === "advanced" && (
+              <SettingsDropdownInput
+                testId="runtime-settings-input"
+                name="runtime-settings-input"
+                label="Runtime Settings"
+                items={REMOTE_RUNTIME_OPTIONS}
+                defaultSelectedKey={settings.REMOTE_RUNTIME_RESOURCE_FACTOR?.toString()}
+                isDisabled
+                isClearable={false}
+              />
+            )}
+
+            {llmConfigMode === "advanced" && (
+              <SettingsSwitch
+                testId="enable-confirmation-mode-switch"
+                onToggle={setConfirmationModeIsEnabled}
+                defaultIsToggled={!!settings.CONFIRMATION_MODE}
+                isBeta
+              >
+                Enable confirmation mode
+              </SettingsSwitch>
+            )}
+            {llmConfigMode === "advanced" && confirmationModeIsEnabled && (
+              <div>
+                <SettingsDropdownInput
+                  testId="security-analyzer-input"
+                  name="security-analyzer-input"
+                  label="Security Analyzer"
+                  items={
+                    resources?.securityAnalyzers.map((analyzer) => ({
+                      key: analyzer,
+                      label: analyzer,
+                    })) || []
+                  }
+                  defaultSelectedKey={settings.SECURITY_ANALYZER}
+                  isClearable
+                  showOptionalTag
+                />
+              </div>
+            )}
+          </section>
+
+          <section className="flex flex-col gap-6">
+            <h2 className="text-[28px] leading-8 tracking-[-0.02em] font-bold">
+              GitHub Settings
+            </h2>
+            {isSaas && hasAppSlug && (
+              <Link
+                to={`https://github.com/apps/${config.APP_SLUG}/installations/new`}
+                target="_blank"
+                rel="noreferrer noopener"
+              >
+                <BrandButton type="button" variant="secondary">
+                  Configure GitHub Repositories
+                </BrandButton>
+              </Link>
+            )}
+            {!isSaas && (
+              <>
+                <SettingsInput
+                  testId="github-token-input"
+                  name="github-token-input"
+                  label="GitHub Token"
+                  type="password"
+                  className="w-[680px]"
+                  startContent={
+                    isGitHubTokenSet && (
+                      <KeyStatusIcon isSet={!!isGitHubTokenSet} />
+                    )
+                  }
+                  placeholder={isGitHubTokenSet ? "**********" : ""}
+                />
+
+                <HelpLink
+                  testId="github-token-help-anchor"
+                  text="Get your token"
+                  linkText="here"
+                  href="https://github.com/settings/tokens/new?description=openhands-app&scopes=repo,user,workflow"
+                />
+              </>
+            )}
+
+            <BrandButton
+              type="button"
+              variant="secondary"
+              onClick={handleLogout}
+              isDisabled={!isGitHubTokenSet}
+            >
+              Disconnect from GitHub
+            </BrandButton>
+          </section>
+
+          <section className="flex flex-col gap-6">
+            <h2 className="text-[28px] leading-8 tracking-[-0.02em] font-bold">
+              Additional Settings
+            </h2>
+
+            <SettingsDropdownInput
+              testId="language-input"
+              name="language-input"
+              label="Language"
+              items={AvailableLanguages.map((language) => ({
+                key: language.value,
+                label: language.label,
+              }))}
+              defaultSelectedKey={settings.LANGUAGE}
+              isClearable={false}
+            />
+
+            <SettingsSwitch
+              testId="enable-analytics-switch"
+              name="enable-analytics-switch"
+              defaultIsToggled={!!isAnalyticsEnabled}
+            >
+              Enable analytics
+            </SettingsSwitch>
+          </section>
+        </div>
+      </form>
+
+      <footer className="flex gap-6 p-6 justify-end border-t border-t-[#454545]">
+        <BrandButton
+          type="button"
+          variant="secondary"
+          onClick={() => setResetSettingsModalIsOpen(true)}
+        >
+          Reset to defaults
+        </BrandButton>
+        <BrandButton
+          type="button"
+          variant="primary"
+          onClick={() => {
+            formRef.current?.requestSubmit();
+          }}
+        >
+          Save Changes
+        </BrandButton>
+      </footer>
+
+      {resetSettingsModalIsOpen && (
+        <ModalBackdrop>
+          <div
+            data-testid="reset-modal"
+            className="bg-root-primary p-4 rounded-xl flex flex-col gap-4"
+          >
+            <p>Are you sure you want to reset all settings?</p>
+            <div className="w-full flex gap-2">
+              <BrandButton
+                type="button"
+                variant="primary"
+                className="grow"
+                onClick={() => {
+                  handleReset();
+                }}
+              >
+                Reset
+              </BrandButton>
+
+              <BrandButton
+                type="button"
+                variant="secondary"
+                className="grow"
+                onClick={() => {
+                  setResetSettingsModalIsOpen(false);
+                }}
+              >
+                Cancel
+              </BrandButton>
+            </div>
+          </div>
+        </ModalBackdrop>
+      )}
+    </>
+  );
+}
+
+export default AccountSettings;
diff --git a/frontend/src/routes/billing.tsx b/frontend/src/routes/billing.tsx
new file mode 100644
index 000000000000..c644b83f6292
--- /dev/null
+++ b/frontend/src/routes/billing.tsx
@@ -0,0 +1,39 @@
+import { redirect, useSearchParams } from "react-router";
+import React from "react";
+import { PaymentForm } from "#/components/features/payment/payment-form";
+import { GetConfigResponse } from "#/api/open-hands.types";
+import { queryClient } from "#/entry.client";
+import {
+  displayErrorToast,
+  displaySuccessToast,
+} from "#/utils/custom-toast-handlers";
+import { BILLING_SETTINGS } from "#/utils/feature-flags";
+
+export const clientLoader = async () => {
+  const config = queryClient.getQueryData<GetConfigResponse>(["config"]);
+
+  if (config?.APP_MODE !== "saas" || !BILLING_SETTINGS()) {
+    return redirect("/settings");
+  }
+
+  return null;
+};
+
+function BillingSettingsScreen() {
+  const [searchParams, setSearchParams] = useSearchParams();
+  const checkoutStatus = searchParams.get("checkout");
+
+  React.useEffect(() => {
+    if (checkoutStatus === "success") {
+      displaySuccessToast("Payment successful");
+    } else if (checkoutStatus === "cancel") {
+      displayErrorToast("Payment cancelled");
+    }
+
+    setSearchParams({});
+  }, [checkoutStatus]);
+
+  return <PaymentForm />;
+}
+
+export default BillingSettingsScreen;
diff --git a/frontend/src/routes/settings.tsx b/frontend/src/routes/settings.tsx
index 58d52944e0a6..eae9edba5c28 100644
--- a/frontend/src/routes/settings.tsx
+++ b/frontend/src/routes/settings.tsx
@@ -1,462 +1,52 @@
-import React from "react";
-import toast from "react-hot-toast";
-import { Link } from "react-router";
-import { BrandButton } from "#/components/features/settings/brand-button";
-import { SettingsInput } from "#/components/features/settings/settings-input";
-import { SettingsSwitch } from "#/components/features/settings/settings-switch";
-import { HelpLink } from "#/components/features/settings/help-link";
-import { AvailableLanguages } from "#/i18n";
-import { hasAdvancedSettingsSet } from "#/utils/has-advanced-settings-set";
-import { DEFAULT_SETTINGS } from "#/services/settings";
-import { useSettings } from "#/hooks/query/use-settings";
-import { useConfig } from "#/hooks/query/use-config";
-import { useSaveSettings } from "#/hooks/mutation/use-save-settings";
-import { useAIConfigOptions } from "#/hooks/query/use-ai-config-options";
-import { ModelSelector } from "#/components/shared/modals/settings/model-selector";
-import { organizeModelsAndProviders } from "#/utils/organize-models-and-providers";
-import { useAppLogout } from "#/hooks/use-app-logout";
-import { handleCaptureConsent } from "#/utils/handle-capture-consent";
-import { ModalBackdrop } from "#/components/shared/modals/modal-backdrop";
-import { SettingsDropdownInput } from "#/components/features/settings/settings-dropdown-input";
-import { KeyStatusIcon } from "#/components/features/settings/key-status-icon";
+import { NavLink, Outlet } from "react-router";
 import SettingsIcon from "#/icons/settings.svg?react";
-import { retrieveAxiosErrorMessage } from "#/utils/retrieve-axios-error-message";
-import { LoadingSpinner } from "#/components/shared/loading-spinner";
-import { isCustomModel } from "#/utils/is-custom-model";
-
-const REMOTE_RUNTIME_OPTIONS = [
-  { key: 1, label: "1x (2 core, 8G)" },
-  { key: 2, label: "2x (4 core, 16G)" },
-];
-
-const displayErrorToast = (error: string) => {
-  toast.error(error, {
-    position: "top-right",
-    style: {
-      background: "#454545",
-      border: "1px solid #717888",
-      color: "#fff",
-      borderRadius: "4px",
-    },
-  });
-};
-
-const displaySuccessToast = (message: string) => {
-  toast.success(message, {
-    position: "top-right",
-    style: {
-      background: "#454545",
-      border: "1px solid #717888",
-      color: "#fff",
-      borderRadius: "4px",
-    },
-  });
-};
+import { cn } from "#/utils/utils";
+import { useConfig } from "#/hooks/query/use-config";
+import { BILLING_SETTINGS } from "#/utils/feature-flags";
 
 function SettingsScreen() {
-  const {
-    data: settings,
-    isFetching: isFetchingSettings,
-    isFetched,
-    isSuccess: isSuccessfulSettings,
-  } = useSettings();
   const { data: config } = useConfig();
-  const {
-    data: resources,
-    isFetching: isFetchingResources,
-    isSuccess: isSuccessfulResources,
-  } = useAIConfigOptions();
-  const { mutate: saveSettings } = useSaveSettings();
-  const { handleLogout } = useAppLogout();
-
-  const isFetching = isFetchingSettings || isFetchingResources;
-  const isSuccess = isSuccessfulSettings && isSuccessfulResources;
-
-  const determineWhetherToToggleAdvancedSettings = () => {
-    if (isSuccess) {
-      return (
-        isCustomModel(resources.models, settings.LLM_MODEL) ||
-        hasAdvancedSettingsSet(settings)
-      );
-    }
-
-    return false;
-  };
-
   const isSaas = config?.APP_MODE === "saas";
-  const hasAppSlug = !!config?.APP_SLUG;
-  const isGitHubTokenSet = settings?.GITHUB_TOKEN_IS_SET;
-  const isLLMKeySet = settings?.LLM_API_KEY === "**********";
-  const isAnalyticsEnabled = settings?.USER_CONSENTS_TO_ANALYTICS;
-  const isAdvancedSettingsSet = determineWhetherToToggleAdvancedSettings();
-
-  const modelsAndProviders = organizeModelsAndProviders(
-    resources?.models || [],
-  );
-
-  const [llmConfigMode, setLlmConfigMode] = React.useState<
-    "basic" | "advanced"
-  >(isAdvancedSettingsSet ? "advanced" : "basic");
-  const [confirmationModeIsEnabled, setConfirmationModeIsEnabled] =
-    React.useState(!!settings?.SECURITY_ANALYZER);
-  const [resetSettingsModalIsOpen, setResetSettingsModalIsOpen] =
-    React.useState(false);
-
-  const formAction = async (formData: FormData) => {
-    const languageLabel = formData.get("language-input")?.toString();
-    const languageValue = AvailableLanguages.find(
-      ({ label }) => label === languageLabel,
-    )?.value;
-
-    const llmProvider = formData.get("llm-provider-input")?.toString();
-    const llmModel = formData.get("llm-model-input")?.toString();
-    const fullLlmModel = `${llmProvider}/${llmModel}`.toLowerCase();
-    const customLlmModel = formData.get("llm-custom-model-input")?.toString();
-
-    const rawRemoteRuntimeResourceFactor = formData
-      .get("runtime-settings-input")
-      ?.toString();
-    const remoteRuntimeResourceFactor = REMOTE_RUNTIME_OPTIONS.find(
-      ({ label }) => label === rawRemoteRuntimeResourceFactor,
-    )?.key;
-
-    const userConsentsToAnalytics =
-      formData.get("enable-analytics-switch")?.toString() === "on";
-
-    saveSettings(
-      {
-        github_token:
-          formData.get("github-token-input")?.toString() || undefined,
-        LANGUAGE: languageValue,
-        user_consents_to_analytics: userConsentsToAnalytics,
-        LLM_MODEL: customLlmModel || fullLlmModel,
-        LLM_BASE_URL: formData.get("base-url-input")?.toString() || "",
-        LLM_API_KEY:
-          formData.get("llm-api-key-input")?.toString() ||
-          (isLLMKeySet
-            ? undefined // don't update if it's already set
-            : ""), // reset if it's first time save to avoid 500 error
-        AGENT: formData.get("agent-input")?.toString(),
-        SECURITY_ANALYZER:
-          formData.get("security-analyzer-input")?.toString() || "",
-        REMOTE_RUNTIME_RESOURCE_FACTOR:
-          remoteRuntimeResourceFactor ||
-          DEFAULT_SETTINGS.REMOTE_RUNTIME_RESOURCE_FACTOR,
-        CONFIRMATION_MODE: confirmationModeIsEnabled,
-      },
-      {
-        onSuccess: () => {
-          handleCaptureConsent(userConsentsToAnalytics);
-          displaySuccessToast("Settings saved");
-          setLlmConfigMode(isAdvancedSettingsSet ? "advanced" : "basic");
-        },
-        onError: (error) => {
-          const errorMessage = retrieveAxiosErrorMessage(error);
-          displayErrorToast(errorMessage);
-        },
-      },
-    );
-  };
-
-  const handleReset = () => {
-    saveSettings(
-      {
-        ...DEFAULT_SETTINGS,
-        LLM_API_KEY: "", // reset LLM API key
-      },
-      {
-        onSuccess: () => {
-          displaySuccessToast("Settings reset");
-          setResetSettingsModalIsOpen(false);
-          setLlmConfigMode(isAdvancedSettingsSet ? "advanced" : "basic");
-        },
-      },
-    );
-  };
-
-  React.useEffect(() => {
-    // If settings is still loading by the time the state is set, it will always
-    // default to basic settings. This is a workaround to ensure the correct
-    // settings are displayed.
-    setLlmConfigMode(isAdvancedSettingsSet ? "advanced" : "basic");
-  }, [isAdvancedSettingsSet]);
-
-  if (isFetched && !settings) {
-    return <div>Failed to fetch settings. Please try reloading.</div>;
-  }
-
-  const onToggleAdvancedMode = (isToggled: boolean) => {
-    setLlmConfigMode(isToggled ? "advanced" : "basic");
-    if (!isToggled) {
-      // reset advanced state
-      setConfirmationModeIsEnabled(!!settings?.SECURITY_ANALYZER);
-    }
-  };
 
   return (
     <main
       data-testid="settings-screen"
-      className="bg-[#262626] border border-[#454545] h-full rounded-xl"
+      className="bg-[#24272E] border border-[#454545] h-full rounded-xl flex flex-col"
     >
-      <form action={formAction} className="flex flex-col h-full">
-        <header className="px-3 py-1.5 border-b border-b-[#454545] flex items-center gap-2">
-          <SettingsIcon width={16} height={16} />
-          <h1 className="text-sm leading-6">Settings</h1>
-        </header>
-
-        {isFetching && (
-          <div className="flex grow p-4">
-            <LoadingSpinner size="large" />
-          </div>
-        )}
-        {!isFetching && settings && (
-          <div className="flex flex-col gap-12 grow overflow-y-auto px-11 py-9">
-            <section className="flex flex-col gap-6">
-              <div className="flex items-center gap-7">
-                <h2 className="text-[28px] leading-8 tracking-[-0.02em] font-bold">
-                  LLM Settings
-                </h2>
-                <SettingsSwitch
-                  testId="advanced-settings-switch"
-                  defaultIsToggled={isAdvancedSettingsSet}
-                  onToggle={onToggleAdvancedMode}
-                >
-                  Advanced
-                </SettingsSwitch>
-              </div>
-
-              {llmConfigMode === "basic" && (
-                <ModelSelector
-                  models={modelsAndProviders}
-                  currentModel={settings.LLM_MODEL}
-                />
-              )}
-
-              {llmConfigMode === "advanced" && (
-                <SettingsInput
-                  testId="llm-custom-model-input"
-                  name="llm-custom-model-input"
-                  label="Custom Model"
-                  defaultValue={settings.LLM_MODEL}
-                  placeholder="anthropic/claude-3-5-sonnet-20241022"
-                  type="text"
-                  className="w-[680px]"
-                />
-              )}
-              {llmConfigMode === "advanced" && (
-                <SettingsInput
-                  testId="base-url-input"
-                  name="base-url-input"
-                  label="Base URL"
-                  defaultValue={settings.LLM_BASE_URL}
-                  placeholder="https://api.openai.com"
-                  type="text"
-                  className="w-[680px]"
-                />
-              )}
-
-              <SettingsInput
-                testId="llm-api-key-input"
-                name="llm-api-key-input"
-                label="API Key"
-                type="password"
-                className="w-[680px]"
-                startContent={
-                  isLLMKeySet && <KeyStatusIcon isSet={isLLMKeySet} />
-                }
-                placeholder={isLLMKeySet ? "**********" : ""}
-              />
-
-              <HelpLink
-                testId="llm-api-key-help-anchor"
-                text="Don't know your API key?"
-                linkText="Click here for instructions"
-                href="https://docs.all-hands.dev/modules/usage/llms"
-              />
-
-              {llmConfigMode === "advanced" && (
-                <SettingsDropdownInput
-                  testId="agent-input"
-                  name="agent-input"
-                  label="Agent"
-                  items={
-                    resources?.agents.map((agent) => ({
-                      key: agent,
-                      label: agent,
-                    })) || []
-                  }
-                  defaultSelectedKey={settings.AGENT}
-                  isClearable={false}
-                />
-              )}
-
-              {isSaas && llmConfigMode === "advanced" && (
-                <SettingsDropdownInput
-                  testId="runtime-settings-input"
-                  name="runtime-settings-input"
-                  label="Runtime Settings"
-                  items={REMOTE_RUNTIME_OPTIONS}
-                  defaultSelectedKey={settings.REMOTE_RUNTIME_RESOURCE_FACTOR?.toString()}
-                  isDisabled
-                  isClearable={false}
-                />
-              )}
-
-              {llmConfigMode === "advanced" && (
-                <SettingsSwitch
-                  testId="enable-confirmation-mode-switch"
-                  onToggle={setConfirmationModeIsEnabled}
-                  defaultIsToggled={!!settings.CONFIRMATION_MODE}
-                  isBeta
-                >
-                  Enable confirmation mode
-                </SettingsSwitch>
-              )}
-              {llmConfigMode === "advanced" && confirmationModeIsEnabled && (
-                <div>
-                  <SettingsDropdownInput
-                    testId="security-analyzer-input"
-                    name="security-analyzer-input"
-                    label="Security Analyzer"
-                    items={
-                      resources?.securityAnalyzers.map((analyzer) => ({
-                        key: analyzer,
-                        label: analyzer,
-                      })) || []
-                    }
-                    defaultSelectedKey={settings.SECURITY_ANALYZER}
-                    isClearable
-                    showOptionalTag
-                  />
-                </div>
-              )}
-            </section>
-
-            <section className="flex flex-col gap-6">
-              <h2 className="text-[28px] leading-8 tracking-[-0.02em] font-bold">
-                GitHub Settings
-              </h2>
-              {isSaas && hasAppSlug && (
-                <Link
-                  to={`https://github.com/apps/${config.APP_SLUG}/installations/new`}
-                  target="_blank"
-                  rel="noreferrer noopener"
-                >
-                  <BrandButton type="button" variant="secondary">
-                    Configure GitHub Repositories
-                  </BrandButton>
-                </Link>
-              )}
-              {!isSaas && (
-                <>
-                  <SettingsInput
-                    testId="github-token-input"
-                    name="github-token-input"
-                    label="GitHub Token"
-                    type="password"
-                    className="w-[680px]"
-                    startContent={
-                      isGitHubTokenSet && (
-                        <KeyStatusIcon isSet={!!isGitHubTokenSet} />
-                      )
-                    }
-                    placeholder={isGitHubTokenSet ? "**********" : ""}
-                  />
-
-                  <HelpLink
-                    testId="github-token-help-anchor"
-                    text="Get your token"
-                    linkText="here"
-                    href="https://github.com/settings/tokens/new?description=openhands-app&scopes=repo,user,workflow"
-                  />
-                </>
-              )}
-
-              <BrandButton
-                type="button"
-                variant="secondary"
-                onClick={handleLogout}
-                isDisabled={!isGitHubTokenSet}
-              >
-                Disconnect from GitHub
-              </BrandButton>
-            </section>
-
-            <section className="flex flex-col gap-6">
-              <h2 className="text-[28px] leading-8 tracking-[-0.02em] font-bold">
-                Additional Settings
-              </h2>
-
-              <SettingsDropdownInput
-                testId="language-input"
-                name="language-input"
-                label="Language"
-                items={AvailableLanguages.map((language) => ({
-                  key: language.value,
-                  label: language.label,
-                }))}
-                defaultSelectedKey={settings.LANGUAGE}
-                isClearable={false}
-              />
-
-              <SettingsSwitch
-                testId="enable-analytics-switch"
-                name="enable-analytics-switch"
-                defaultIsToggled={!!isAnalyticsEnabled}
-              >
-                Enable analytics
-              </SettingsSwitch>
-            </section>
-          </div>
-        )}
-
-        <footer className="flex gap-6 p-6 justify-end border-t border-t-[#454545]">
-          <BrandButton
-            type="button"
-            variant="secondary"
-            onClick={() => setResetSettingsModalIsOpen(true)}
-          >
-            Reset to defaults
-          </BrandButton>
-          <BrandButton type="submit" variant="primary">
-            Save Changes
-          </BrandButton>
-        </footer>
-      </form>
-
-      {resetSettingsModalIsOpen && (
-        <ModalBackdrop>
-          <div
-            data-testid="reset-modal"
-            className="bg-root-primary p-4 rounded-xl flex flex-col gap-4"
-          >
-            <p>Are you sure you want to reset all settings?</p>
-            <div className="w-full flex gap-2">
-              <BrandButton
-                type="button"
-                variant="primary"
-                className="grow"
-                onClick={() => {
-                  handleReset();
-                }}
-              >
-                Reset
-              </BrandButton>
-
-              <BrandButton
-                type="button"
-                variant="secondary"
-                className="grow"
-                onClick={() => {
-                  setResetSettingsModalIsOpen(false);
-                }}
-              >
-                Cancel
-              </BrandButton>
-            </div>
-          </div>
-        </ModalBackdrop>
+      <header className="px-3 py-1.5 border-b border-b-[#454545] flex items-center gap-2">
+        <SettingsIcon width={16} height={16} />
+        <h1 className="text-sm leading-6">Settings</h1>
+      </header>
+
+      {isSaas && BILLING_SETTINGS() && (
+        <nav
+          data-testid="settings-navbar"
+          className="flex items-end gap-12 px-11 border-b border-[#454545]"
+        >
+          {[
+            { to: "/settings", text: "Account" },
+            { to: "/settings/billing", text: "Credits" },
+          ].map(({ to, text }) => (
+            <NavLink
+              end
+              key={to}
+              to={to}
+              className={({ isActive }) =>
+                cn(
+                  "border-b-2 border-transparent py-2.5",
+                  isActive && "border-[#C9B974]",
+                )
+              }
+            >
+              <ul className="text-[#F9FBFE] text-sm">{text}</ul>
+            </NavLink>
+          ))}
+        </nav>
       )}
+
+      <div className="flex flex-col grow overflow-auto">
+        <Outlet />
+      </div>
     </main>
   );
 }
diff --git a/frontend/src/utils/amount-is-valid.ts b/frontend/src/utils/amount-is-valid.ts
new file mode 100644
index 000000000000..c987fcecff17
--- /dev/null
+++ b/frontend/src/utils/amount-is-valid.ts
@@ -0,0 +1,10 @@
+const MINIMUM_AMOUNT = 25;
+
+export const amountIsValid = (amount: string) => {
+  const float = parseFloat(amount);
+  if (Number.isNaN(float)) return false;
+  if (float < 0) return false;
+  if (float < MINIMUM_AMOUNT) return false;
+
+  return true;
+};
diff --git a/frontend/src/utils/custom-toast-handlers.ts b/frontend/src/utils/custom-toast-handlers.ts
new file mode 100644
index 000000000000..5a357c61cea1
--- /dev/null
+++ b/frontend/src/utils/custom-toast-handlers.ts
@@ -0,0 +1,25 @@
+import toast from "react-hot-toast";
+
+export const displayErrorToast = (error: string) => {
+  toast.error(error, {
+    position: "top-right",
+    style: {
+      background: "#454545",
+      border: "1px solid #717888",
+      color: "#fff",
+      borderRadius: "4px",
+    },
+  });
+};
+
+export const displaySuccessToast = (message: string) => {
+  toast.success(message, {
+    position: "top-right",
+    style: {
+      background: "#454545",
+      border: "1px solid #717888",
+      color: "#fff",
+      borderRadius: "4px",
+    },
+  });
+};
diff --git a/frontend/src/utils/feature-flags.ts b/frontend/src/utils/feature-flags.ts
index a5f32b1128e7..be69f62a0fd5 100644
--- a/frontend/src/utils/feature-flags.ts
+++ b/frontend/src/utils/feature-flags.ts
@@ -13,3 +13,4 @@ function loadFeatureFlag(
 }
 
 export const MEMORY_CONDENSER = loadFeatureFlag("MEMORY_CONDENSER");
+export const BILLING_SETTINGS = () => loadFeatureFlag("BILLING_SETTINGS");
diff --git a/frontend/tests/settings.spec.ts b/frontend/tests/settings.spec.ts
index 99245f3a47f0..e4c4ce3b35df 100644
--- a/frontend/tests/settings.spec.ts
+++ b/frontend/tests/settings.spec.ts
@@ -1,69 +1,17 @@
-import test, { expect, Page } from "@playwright/test";
-
-test.beforeEach(async ({ page }) => {
-  await page.goto("/");
-});
-
-const selectGpt4o = async (page: Page) => {
-  const aiConfigModal = page.getByTestId("ai-config-modal");
-  await expect(aiConfigModal).toBeVisible();
-
-  const providerSelectElement = aiConfigModal.getByTestId("llm-provider");
-  await providerSelectElement.click();
-
-  const openAiOption = page.getByTestId("provider-item-openai");
-  await openAiOption.click();
-
-  const modelSelectElement = aiConfigModal.getByTestId("llm-model");
-  await modelSelectElement.click();
-
-  const gpt4Option = page.getByText("gpt-4o", { exact: true });
-  await gpt4Option.click();
-
-  return {
-    aiConfigModal,
-    providerSelectElement,
-    modelSelectElement,
-  };
-};
-
-test("change ai config settings", async ({ page }) => {
-  const { aiConfigModal, modelSelectElement, providerSelectElement } =
-    await selectGpt4o(page);
-
-  const saveButton = aiConfigModal.getByText("Save");
-  await saveButton.click();
-
-  const settingsButton = page.getByTestId("settings-button");
-  await settingsButton.click();
-
-  await expect(providerSelectElement).toHaveValue("OpenAI");
-  await expect(modelSelectElement).toHaveValue("gpt-4o");
+import test, { expect } from "@playwright/test";
+
+test("do not navigate to /settings/billing if not SaaS mode", async ({
+  page,
+}) => {
+  await page.goto("/settings/billing");
+  await expect(page.getByTestId("settings-screen")).toBeVisible();
+  expect(page.url()).toBe("http://localhost:3001/settings");
 });
 
-test("reset to default settings", async ({ page }) => {
-  const { aiConfigModal } = await selectGpt4o(page);
-
-  const saveButton = aiConfigModal.getByText("Save");
-  await saveButton.click();
-
-  const settingsButton = page.getByTestId("settings-button");
-  await settingsButton.click();
-
-  const resetButton = aiConfigModal.getByText(/reset to defaults/i);
-  await resetButton.click();
-
-  const endSessionModal = page.getByTestId("reset-defaults-modal");
-  expect(endSessionModal).toBeVisible();
-
-  const confirmButton = endSessionModal.getByText(/reset to defaults/i);
-  await confirmButton.click();
-
-  await settingsButton.click();
-
-  const providerSelectElement = aiConfigModal.getByTestId("llm-provider");
-  await expect(providerSelectElement).toHaveValue("Anthropic");
-
-  const modelSelectElement = aiConfigModal.getByTestId("llm-model");
-  await expect(modelSelectElement).toHaveValue(/claude-3.5/i);
+// FIXME: This test is failing because the config is not being set to SaaS mode
+// since MSW is always returning APP_MODE as "oss"
+test.skip("navigate to /settings/billing if SaaS mode", async ({ page }) => {
+  await page.goto("/settings/billing");
+  await expect(page.getByTestId("settings-screen")).toBeVisible();
+  expect(page.url()).toBe("http://localhost:3001/settings/billing");
 });
diff --git a/poetry.lock b/poetry.lock
index 91bfdbb72fc6..4ee064f2c01d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,100 +2,105 @@
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.4"
+version = "2.4.6"
 description = "Happy Eyeballs for asyncio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "evaluation", "llama-index"]
 files = [
-    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
-    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
+    {file = "aiohappyeyeballs-2.4.6-py3-none-any.whl", hash = "sha256:147ec992cf873d74f5062644332c539fcd42956dc69453fe5204195e560517e1"},
+    {file = "aiohappyeyeballs-2.4.6.tar.gz", hash = "sha256:9b05052f9042985d32ecbe4b59a77ae19c006a78f1344d7fdad69d28ded3d0b0"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.11"
+version = "3.11.12"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "evaluation", "llama-index"]
 files = [
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:731468f555656767cda219ab42e033355fe48c85fbe3ba83a349631541715ba2"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb23d8bb86282b342481cad4370ea0853a39e4a32a0042bb52ca6bdde132df43"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f047569d655f81cb70ea5be942ee5d4421b6219c3f05d131f64088c73bb0917f"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dd7659baae9ccf94ae5fe8bfaa2c7bc2e94d24611528395ce88d009107e00c6d"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af01e42ad87ae24932138f154105e88da13ce7d202a6de93fafdafb2883a00ef"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5854be2f3e5a729800bac57a8d76af464e160f19676ab6aea74bde18ad19d438"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6526e5fb4e14f4bbf30411216780c9967c20c5a55f2f51d3abd6de68320cc2f3"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:85992ee30a31835fc482468637b3e5bd085fa8fe9392ba0bdcbdc1ef5e9e3c55"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:88a12ad8ccf325a8a5ed80e6d7c3bdc247d66175afedbe104ee2aaca72960d8e"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:0a6d3fbf2232e3a08c41eca81ae4f1dff3d8f1a30bae415ebe0af2d2458b8a33"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:84a585799c58b795573c7fa9b84c455adf3e1d72f19a2bf498b54a95ae0d194c"},
-    {file = "aiohttp-3.11.11-cp310-cp310-win32.whl", hash = "sha256:bfde76a8f430cf5c5584553adf9926534352251d379dcb266ad2b93c54a29745"},
-    {file = "aiohttp-3.11.11-cp310-cp310-win_amd64.whl", hash = "sha256:0fd82b8e9c383af11d2b26f27a478640b6b83d669440c0a71481f7c865a51da9"},
-    {file = "aiohttp-3.11.11-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ba74ec819177af1ef7f59063c6d35a214a8fde6f987f7661f4f0eecc468a8f76"},
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 ]
 
 [package.dependencies]
@@ -359,14 +364,14 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.3.0"
+version = "25.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "evaluation", "llama-index", "runtime"]
 files = [
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 ]
 
 [package.extras]
@@ -399,14 +404,14 @@ aio = ["aiohttp (>=3.0)"]
 
 [[package]]
 name = "azure-identity"
-version = "1.19.0"
+version = "1.20.0"
 description = "Microsoft Azure Identity Library for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["llama-index"]
 files = [
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 ]
 
 [package.dependencies]
@@ -418,18 +423,18 @@ typing-extensions = ">=4.0.0"
 
 [[package]]
 name = "babel"
-version = "2.16.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 groups = ["runtime"]
 files = [
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-    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
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 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "backoff"
@@ -515,18 +520,19 @@ test-tox-coverage = ["coverage (>=5.5)"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.3"
+version = "4.13.3"
 description = "Screen-scraping library"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 groups = ["main", "evaluation", "llama-index", "runtime"]
 files = [
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 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
+typing-extensions = ">=4.0.0"
 
 [package.extras]
 cchardet = ["cchardet"]
@@ -595,18 +601,18 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.36.20"
+version = "1.36.22"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "boto3-1.36.22.tar.gz", hash = "sha256:768c8a4d4a6227fe2258105efa086f1424cba5ca915a5eb2305b2cd979306ad1"},
 ]
 
 [package.dependencies]
-botocore = ">=1.36.20,<1.37.0"
+botocore = ">=1.36.22,<1.37.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.11.0,<0.12.0"
 
@@ -615,14 +621,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.36.20"
+version = "1.36.22"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "botocore-1.36.22-py3-none-any.whl", hash = "sha256:75d6b34acb0686ee4d54ff6eb285e78ccfe318407428769d1e3e13351714d890"},
+    {file = "botocore-1.36.22.tar.gz", hash = "sha256:59520247d5a479731724f97c995d5a1c2aae3b303b324f39d99efcfad1d3019e"},
 ]
 
 [package.dependencies]
@@ -805,26 +811,26 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.0"
+version = "5.5.1"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "evaluation", "llama-index"]
 files = [
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+    {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
+    {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 groups = ["main", "evaluation", "llama-index", "runtime", "test"]
 files = [
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-    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -1135,14 +1141,14 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cloudpickle"
-version = "3.1.0"
+version = "3.1.1"
 description = "Pickler class to extend the standard pickle.Pickler functionality"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "evaluation"]
 files = [
-    {file = "cloudpickle-3.1.0-py3-none-any.whl", hash = "sha256:fe11acda67f61aaaec473e3afe030feb131d78a43461b718185363384f1ba12e"},
-    {file = "cloudpickle-3.1.0.tar.gz", hash = "sha256:81a929b6e3c7335c863c771d673d105f02efdb89dfaba0c90495d1c64796601b"},
+    {file = "cloudpickle-3.1.1-py3-none-any.whl", hash = "sha256:c8c5a44295039331ee9dad40ba100a9c7297b6f988e50e87ccdf3765a668350e"},
+    {file = "cloudpickle-3.1.1.tar.gz", hash = "sha256:b216fa8ae4019d5482a8ac3c95d8f6346115d8835911fd4aefd1a445e4242c64"},
 ]
 
 [[package]]
@@ -1298,74 +1304,75 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
 
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 [package.extras]
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 ]
 
 [package.dependencies]
@@ -1420,7 +1429,7 @@ nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
 pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
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 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -1500,38 +1509,38 @@ vision = ["Pillow (>=9.4.0)"]
 
 [[package]]
 name = "debugpy"
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 python-versions = ">=3.8"
 groups = ["main", "runtime"]
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 ]
 
 [[package]]
@@ -1560,21 +1569,21 @@ files = [
 
 [[package]]
 name = "deprecated"
-version = "1.2.15"
+version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 groups = ["main", "llama-index"]
 files = [
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 ]
 
 [package.dependencies]
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "jinja2 (>=3.0.3,<3.1.0)", "setuptools", "sphinx (<2)", "tox"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
 
 [[package]]
 name = "dill"
@@ -1787,14 +1796,14 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "executing"
-version = "2.1.0"
+version = "2.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "runtime"]
 files = [
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 ]
 
 [package.extras]
@@ -1802,19 +1811,18 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "faker"
-version = "33.1.0"
+version = "36.1.1"
 description = "Faker is a Python package that generates fake data for you."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["evaluation"]
 files = [
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 ]
 
 [package.dependencies]
-python-dateutil = ">=2.4"
-typing-extensions = "*"
+tzdata = "*"
 
 [[package]]
 name = "farama-notifications"
@@ -1851,14 +1859,14 @@ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "htt
 
 [[package]]
 name = "fastcore"
-version = "1.7.28"
+version = "1.7.29"
 description = "Python supercharged for fastai development"
 optional = false
 python-versions = ">=3.9"
 groups = ["evaluation"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1884,19 +1892,19 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.16.1"
+version = "3.17.0"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev", "evaluation", "llama-index"]
 files = [
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 ]
 
 [package.extras]
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+docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
 typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
@@ -1913,14 +1921,14 @@ files = [
 
 [[package]]
 name = "flake8"
-version = "7.1.1"
+version = "7.1.2"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.8.1"
 groups = ["main", "runtime", "test"]
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 [package.dependencies]
@@ -1953,74 +1961,74 @@ dotenv = ["python-dotenv"]
 
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 [[package]]
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+version = "2.24.1"
 description = "Google API client core library"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -2415,14 +2423,14 @@ uritemplate = ">=3.0.1,<5"
 
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 [[package]]
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 python-versions = ">=3.7"
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 [[package]]
 name = "grpcio-status"
@@ -2979,30 +2987,30 @@ files = [
 
 [[package]]
 name = "h2"
-version = "4.1.0"
-description = "HTTP/2 State-Machine based protocol implementation"
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 [package.dependencies]
-hpack = ">=4.0,<5"
-hyperframe = ">=6.0,<7"
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+hyperframe = ">=6.1,<7"
 
 [[package]]
 name = "hpack"
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+description = "Pure-Python HPACK header encoding"
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 ]
 
 [[package]]
@@ -3111,14 +3119,14 @@ test = ["Cython (>=0.29.24)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.2"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "evaluation", "llama-index", "runtime", "test"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3126,7 +3134,6 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
@@ -3137,14 +3144,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.27.1"
+version = "0.28.1"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main", "evaluation", "llama-index"]
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 ]
 
 [package.dependencies]
@@ -3158,13 +3165,13 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
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 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 inference = ["aiohttp"]
-quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.5.0)"]
+quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
@@ -3188,26 +3195,26 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "hyperframe"
-version = "6.0.1"
-description = "HTTP/2 framing layer for Python"
+version = "6.1.0"
+description = "Pure-Python HTTP/2 framing"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.9"
 groups = ["main", "evaluation"]
 files = [
-    {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
-    {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
+    {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"},
+    {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
 ]
 
 [[package]]
 name = "identify"
-version = "2.6.5"
+version = "2.6.7"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev", "evaluation"]
 files = [
-    {file = "identify-2.6.5-py2.py3-none-any.whl", hash = "sha256:14181a47091eb75b337af4c23078c9d09225cd4c48929f521f3bf16b09d02566"},
-    {file = "identify-2.6.5.tar.gz", hash = "sha256:c10b33f250e5bba374fae86fb57f3adcebf1161bce7cdf92031915fd480c13bc"},
+    {file = "identify-2.6.7-py2.py3-none-any.whl", hash = "sha256:155931cb617a401807b09ecec6635d6c692d180090a1cedca8ef7d58ba5b6aa0"},
+    {file = "identify-2.6.7.tar.gz", hash = "sha256:3fa266b42eba321ee0b2bb0936a6a6b9e36a1351cbb69055b3082f4193035684"},
 ]
 
 [package.extras]
@@ -3230,14 +3237,14 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2
 
 [[package]]
 name = "imageio"
-version = "2.36.1"
+version = "2.37.0"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 optional = false
 python-versions = ">=3.9"
 groups = ["evaluation"]
 files = [
-    {file = "imageio-2.36.1-py3-none-any.whl", hash = "sha256:20abd2cae58e55ca1af8a8dcf43293336a59adf0391f1917bf8518633cfc2cdf"},
-    {file = "imageio-2.36.1.tar.gz", hash = "sha256:e4e1d231f47f9a9e16100b0f7ce1a86e8856fb4d1c0fa2c4365a316f1746be62"},
+    {file = "imageio-2.37.0-py3-none-any.whl", hash = "sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed"},
+    {file = "imageio-2.37.0.tar.gz", hash = "sha256:71b57b3669666272c818497aebba2b4c5f20d5b37c81720e5e1a56d59c492996"},
 ]
 
 [package.dependencies]
@@ -3350,14 +3357,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.31.0"
+version = "8.32.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "runtime"]
 files = [
-    {file = "ipython-8.31.0-py3-none-any.whl", hash = "sha256:46ec58f8d3d076a61d128fe517a51eb730e3aaf0c184ea8c17d16e366660c6a6"},
-    {file = "ipython-8.31.0.tar.gz", hash = "sha256:b6a2274606bec6166405ff05e54932ed6e5cfecaca1fc05f2cacde7bb074d70b"},
+    {file = "ipython-8.32.0-py3-none-any.whl", hash = "sha256:cae85b0c61eff1fc48b0a8002de5958b6528fa9c8defb1894da63f42613708aa"},
+    {file = "ipython-8.32.0.tar.gz", hash = "sha256:be2c91895b0b9ea7ba49d33b23e2040c352b33eb6a519cca7ce6e0c743444251"},
 ]
 
 [package.dependencies]
@@ -3584,14 +3591,14 @@ files = [
 
 [[package]]
 name = "json-repair"
-version = "0.36.1"
+version = "0.38.0"
 description = "A package to repair broken json strings"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "json_repair-0.36.1-py3-none-any.whl", hash = "sha256:ed7ca0c4cf813cc9a75843297507dd8bb21394fef58dc9fde81f542aaaa43457"},
-    {file = "json_repair-0.36.1.tar.gz", hash = "sha256:f01688157d610b0b1f22d86bf54d45c7fc0729965c66726c1ec1ad64f98d6572"},
+    {file = "json_repair-0.38.0-py3-none-any.whl", hash = "sha256:e615ab1bd69c986cdb21d4a2378308ce6f91e0168c036cde7188f69abc6e9459"},
+    {file = "json_repair-0.38.0.tar.gz", hash = "sha256:df9fbe6ba8d02f2eb17010508c9838b9c708557f67b1429829874eed559e7ca3"},
 ]
 
 [[package]]
@@ -3712,18 +3719,19 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"
 
 [[package]]
 name = "jupyter-events"
-version = "0.11.0"
+version = "0.12.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.9"
 groups = ["runtime"]
 files = [
-    {file = "jupyter_events-0.11.0-py3-none-any.whl", hash = "sha256:36399b41ce1ca45fe8b8271067d6a140ffa54cec4028e95491c93b78a855cacf"},
-    {file = "jupyter_events-0.11.0.tar.gz", hash = "sha256:c0bc56a37aac29c1fbc3bcfbddb8c8c49533f9cf11f1c4e6adadba936574ab90"},
+    {file = "jupyter_events-0.12.0-py3-none-any.whl", hash = "sha256:6464b2fa5ad10451c3d35fabc75eab39556ae1e2853ad0c0cc31b656731a97fb"},
+    {file = "jupyter_events-0.12.0.tar.gz", hash = "sha256:fc3fce98865f6784c9cd0a56a20644fc6098f21c8c33834a8d9fe383c17e554b"},
 ]
 
 [package.dependencies]
 jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
+packaging = "*"
 python-json-logger = ">=2.0.4"
 pyyaml = ">=5.3"
 referencing = "*"
@@ -4008,14 +4016,14 @@ files = [
 
 [[package]]
 name = "kubernetes"
-version = "31.0.0"
+version = "32.0.0"
 description = "Kubernetes python client"
 optional = false
 python-versions = ">=3.6"
 groups = ["llama-index"]
 files = [
-    {file = "kubernetes-31.0.0-py2.py3-none-any.whl", hash = "sha256:bf141e2d380c8520eada8b351f4e319ffee9636328c137aa432bc486ca1200e1"},
-    {file = "kubernetes-31.0.0.tar.gz", hash = "sha256:28945de906c8c259c1ebe62703b56a03b714049372196f854105afe4e6d014c0"},
+    {file = "kubernetes-32.0.0-py2.py3-none-any.whl", hash = "sha256:60fd8c29e8e43d9c553ca4811895a687426717deba9c0a66fb2dcc3f5ef96692"},
+    {file = "kubernetes-32.0.0.tar.gz", hash = "sha256:319fa840345a482001ac5d6062222daeb66ec4d1bcb3087402aed685adf0aecb"},
 ]
 
 [package.dependencies]
@@ -4123,14 +4131,14 @@ types-tqdm = "*"
 
 [[package]]
 name = "litellm"
-version = "1.61.3"
+version = "1.61.8"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 groups = ["main"]
 files = [
-    {file = "litellm-1.61.3-py3-none-any.whl", hash = "sha256:c01145759260eeb7f624aba82e333804181da4c03fa5b980361490cdaf5b1e65"},
-    {file = "litellm-1.61.3.tar.gz", hash = "sha256:626ca5731cf640097e30b0b665ec282de2d2bd8b95cf6a41255819576201de03"},
+    {file = "litellm-1.61.8-py3-none-any.whl", hash = "sha256:da895efefb86b71d2213257d2b57ed38c42c48c590c474c65473cdc4791e8b32"},
+    {file = "litellm-1.61.8.tar.gz", hash = "sha256:efebcafeb014c76ca992a5a49f5f2c6c8a944723c6a91b0cc70442911c3a656f"},
 ]
 
 [package.dependencies]
@@ -4152,37 +4160,56 @@ proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "
 
 [[package]]
 name = "llama-cloud"
-version = "0.1.7"
+version = "0.1.12"
 description = ""
 optional = false
 python-versions = "<4,>=3.8"
 groups = ["llama-index"]
 files = [
-    {file = "llama_cloud-0.1.7-py3-none-any.whl", hash = "sha256:266db22939c537a2b802eea6a9af2701beff98d5ba46513248011a4f1c17afc6"},
-    {file = "llama_cloud-0.1.7.tar.gz", hash = "sha256:7c1767cb209905400e894566661a91230bcff83cd4d9c08e782fd2143ca6a646"},
+    {file = "llama_cloud-0.1.12-py3-none-any.whl", hash = "sha256:de1b4f89afc3cf3adf86ca9a6eb2b8de3f131b20fd25a5647b5a162e6bf2ed1b"},
+    {file = "llama_cloud-0.1.12.tar.gz", hash = "sha256:d51d26cc4c542398a3490813bc791f7504a40298225e62ed918951bf57266e2a"},
 ]
 
 [package.dependencies]
-certifi = ">=2024.7.4,<2025.0.0"
+certifi = ">=2024.7.4"
 httpx = ">=0.20.0"
 pydantic = ">=1.10"
 
+[[package]]
+name = "llama-cloud-services"
+version = "0.6.1"
+description = "Tailored SDK clients for LlamaCloud services."
+optional = false
+python-versions = "<4.0,>=3.9"
+groups = ["llama-index"]
+files = [
+    {file = "llama_cloud_services-0.6.1-py3-none-any.whl", hash = "sha256:0427c98284bbfedbdf1686d29729d04b13e13f72017e184057892c8583c2b195"},
+    {file = "llama_cloud_services-0.6.1.tar.gz", hash = "sha256:92c7ee4fcc80adaa60f26c0da805182fa56d771fff11e9abb873f9ddb11b5e37"},
+]
+
+[package.dependencies]
+click = ">=8.1.7,<9.0.0"
+llama-cloud = ">=0.1.11,<0.2.0"
+llama-index-core = ">=0.11.0"
+pydantic = "!=2.10"
+python-dotenv = ">=1.0.1,<2.0.0"
+
 [[package]]
 name = "llama-index"
-version = "0.12.17"
+version = "0.12.19"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["llama-index"]
 files = [
-    {file = "llama_index-0.12.17-py3-none-any.whl", hash = "sha256:d8938e5e6e5ff78b6865f7890a01d1a40818a5df798555ee6eb7f2c5ab65aeb0"},
-    {file = "llama_index-0.12.17.tar.gz", hash = "sha256:761a2dad3eb74bd5242ecf8fd28337c0c8745fc8d39d2f9f9b18bf733ad679f4"},
+    {file = "llama_index-0.12.19-py3-none-any.whl", hash = "sha256:5ff5d3d3ae7a321cfccf16e76f07393e1a84f177d357c650eb9a0c3d1ba8bce7"},
+    {file = "llama_index-0.12.19.tar.gz", hash = "sha256:a13e1f95e78ae4ec8a53019583a6ff67bdadff296e800af85cc276ad748ae799"},
 ]
 
 [package.dependencies]
 llama-index-agent-openai = ">=0.4.0,<0.5.0"
 llama-index-cli = ">=0.4.0,<0.5.0"
-llama-index-core = ">=0.12.17,<0.13.0"
+llama-index-core = ">=0.12.19,<0.13.0"
 llama-index-embeddings-openai = ">=0.3.0,<0.4.0"
 llama-index-indices-managed-llama-cloud = ">=0.4.0"
 llama-index-llms-openai = ">=0.3.0,<0.4.0"
@@ -4195,18 +4222,18 @@ nltk = ">3.8.1"
 
 [[package]]
 name = "llama-index-agent-openai"
-version = "0.4.1"
+version = "0.4.6"
 description = "llama-index agent openai integration"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["llama-index"]
 files = [
-    {file = "llama_index_agent_openai-0.4.1-py3-none-any.whl", hash = "sha256:162507543082f739a8c806911344c8d7f2434d0ee91124cfdd7b0ba5f76d0e57"},
-    {file = "llama_index_agent_openai-0.4.1.tar.gz", hash = "sha256:3a89137b228a6e9c2b3f46e367a27b75fb31b458e21777bba819de654707d59e"},
+    {file = "llama_index_agent_openai-0.4.6-py3-none-any.whl", hash = "sha256:4103e479c874cb3426aa59a13f91b6e2dc6b350c51457966631f8bdaf9a6a8e8"},
+    {file = "llama_index_agent_openai-0.4.6.tar.gz", hash = "sha256:4f66c1731836ab66c4b441255a95f33a51743e4993b8aa9daf430cb31aa7d48e"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.12.0,<0.13.0"
+llama-index-core = ">=0.12.18,<0.13.0"
 llama-index-llms-openai = ">=0.3.0,<0.4.0"
 openai = ">=1.14.0"
 
@@ -4229,14 +4256,14 @@ llama-index-llms-openai = ">=0.3.0,<0.4.0"
 
 [[package]]
 name = "llama-index-core"
-version = "0.12.17"
+version = "0.12.19"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["llama-index"]
 files = [
-    {file = "llama_index_core-0.12.17-py3-none-any.whl", hash = "sha256:867ec650a1f9eba9f6d65005045a68bc13bae8d65763e32029d9610360c03979"},
-    {file = "llama_index_core-0.12.17.tar.gz", hash = "sha256:2e8fb457983978af19db1ceba71d440f6891279525c5e7eb2ec73a6b727be113"},
+    {file = "llama_index_core-0.12.19-py3-none-any.whl", hash = "sha256:6dee42a7ed6de8873336f5725ad4e8131fee22c9eb70d98332eb124f5036d754"},
+    {file = "llama_index_core-0.12.19.tar.gz", hash = "sha256:4b5a6b024e7b9ccdfb2bfa471f8b02bef146109600cf5d011669394e97fc028c"},
 ]
 
 [package.dependencies]
@@ -4347,18 +4374,18 @@ voyageai = {version = ">=0.2.1,<0.4.0", markers = "python_version >= \"3.9\" and
 
 [[package]]
 name = "llama-index-indices-managed-llama-cloud"
-version = "0.6.3"
+version = "0.6.7"
 description = "llama-index indices llama-cloud integration"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["llama-index"]
 files = [
-    {file = "llama_index_indices_managed_llama_cloud-0.6.3-py3-none-any.whl", hash = "sha256:7f125602f624a2d321b6a4130cd98df35eb8c15818a159390755b2c13068f4ce"},
-    {file = "llama_index_indices_managed_llama_cloud-0.6.3.tar.gz", hash = "sha256:f09e4182cbc2a2bd75ae85cebb1681075247f0d91b931b094cac4315386ce87a"},
+    {file = "llama_index_indices_managed_llama_cloud-0.6.7-py3-none-any.whl", hash = "sha256:7cbe280ab03407f07a9ac034acf3bf2627a95d3868245f07c6242ce7ede264a8"},
+    {file = "llama_index_indices_managed_llama_cloud-0.6.7.tar.gz", hash = "sha256:b2a9020352b08e992327b25a3a9a056cb0d9397bc037aa498e5cfe451a0f07d9"},
 ]
 
 [package.dependencies]
-llama-cloud = ">=0.1.5"
+llama-cloud = ">=0.1.8,<0.2.0"
 llama-index-core = ">=0.12.0,<0.13.0"
 
 [[package]]
@@ -4381,30 +4408,30 @@ llama-index-llms-openai = ">=0.3.0,<0.4.0"
 
 [[package]]
 name = "llama-index-llms-openai"
-version = "0.3.12"
+version = "0.3.20"
 description = "llama-index llms openai integration"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["llama-index"]
 files = [
-    {file = "llama_index_llms_openai-0.3.12-py3-none-any.whl", hash = "sha256:08be76b9e649f6085e93292504074728a6531eb7f8930eaf40a2fce70a9f59df"},
-    {file = "llama_index_llms_openai-0.3.12.tar.gz", hash = "sha256:1880273a7e409c05f1dbccdbac5ce3c214771901cd3696aeb556a29dfed8477a"},
+    {file = "llama_index_llms_openai-0.3.20-py3-none-any.whl", hash = "sha256:45bb71197ec990cb67d2ea99287572d4575279fcefc77f5b7cfbaa4d467dc6c9"},
+    {file = "llama_index_llms_openai-0.3.20.tar.gz", hash = "sha256:21f19c76a7241321e546f8c565a1ccbd4035ebfb39e8de6c9d83d705282619d4"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.12.4,<0.13.0"
+llama-index-core = ">=0.12.17,<0.13.0"
 openai = ">=1.58.1,<2.0.0"
 
 [[package]]
 name = "llama-index-multi-modal-llms-openai"
-version = "0.4.2"
+version = "0.4.3"
 description = "llama-index multi-modal-llms openai integration"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["llama-index"]
 files = [
-    {file = "llama_index_multi_modal_llms_openai-0.4.2-py3-none-any.whl", hash = "sha256:093f60f59fc423abab110810f8f129b96b0212b9737d74480f0e3e1b715e975b"},
-    {file = "llama_index_multi_modal_llms_openai-0.4.2.tar.gz", hash = "sha256:3437a08cec85cebbc212aa73da5c9b8b054b4dc628338568435a7df88489476f"},
+    {file = "llama_index_multi_modal_llms_openai-0.4.3-py3-none-any.whl", hash = "sha256:1ceb42716472ac8bd5130afa29b793869d367946aedd02e48a3b03184e443ad1"},
+    {file = "llama_index_multi_modal_llms_openai-0.4.3.tar.gz", hash = "sha256:5e6ca54069d3d18c2f5f7ca34f3720fba1d1b9126482ad38feb0c858f4feb63b"},
 ]
 
 [package.dependencies]
@@ -4447,14 +4474,14 @@ llama-index-program-openai = ">=0.3.0,<0.4.0"
 
 [[package]]
 name = "llama-index-readers-file"
-version = "0.4.2"
+version = "0.4.5"
 description = "llama-index readers file integration"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["llama-index"]
 files = [
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 [package.dependencies]
@@ -4501,175 +4528,173 @@ llama-index-core = ">=0.12.0,<0.13.0"
 
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 htmlsoup = ["BeautifulSoup4"]
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 [[package]]
 name = "markdown-it-py"
@@ -4769,14 +4794,14 @@ files = [
 
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 [package.extras]
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 [[package]]
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 description = "Python client library for Modal"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "evaluation"]
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 [package.dependencies]
@@ -5317,21 +5327,21 @@ files = [
 
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 description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = false
 python-versions = ">=3.8"
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-dev = ["covdefaults", "hypothesis", "pre-commit", "pytest", "pytest-cov", "pytest-env", "pytest-randomly", "typing-extensions"]
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 duckdb = ["duckdb (>=1.0)"]
 extra = ["scikit-learn"]
@@ -5341,6 +5351,8 @@ pandas = ["pandas (>=0.25.3)"]
 polars = ["polars (>=0.20.3)"]
 pyarrow = ["pyarrow (>=11.0.0)"]
 pyspark = ["pyspark (>=3.5.0)"]
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+typing = ["mypy (>=1.15.0,<1.16.0)", "pandas-stubs", "typing-extensions"]
 
 [[package]]
 name = "nbclient"
@@ -5367,14 +5379,14 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.16.5"
+version = "7.16.6"
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 [package.dependencies]
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 [[package]]
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 python-versions = "<4.0,>=3.8"
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 [[package]]
@@ -5854,14 +5866,14 @@ sympy = "*"
 
 [[package]]
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 [package.dependencies]
@@ -6082,87 +6094,91 @@ files = [
 
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 [[package]]
@@ -6492,14 +6508,14 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "posthog"
-version = "3.7.5"
+version = "3.14.1"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
 groups = ["llama-index"]
 files = [
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 [package.dependencies]
@@ -6510,9 +6526,10 @@ requests = ">=2.7,<3.0"
 six = ">=1.5"
 
 [package.extras]
-dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
+dev = ["black", "django-stubs", "flake8", "flake8-print", "isort", "lxml", "mypy", "mypy-baseline", "pre-commit", "pydantic", "types-mock", "types-python-dateutil", "types-requests", "types-setuptools", "types-six"]
+langchain = ["langchain (>=0.2.0)"]
 sentry = ["django", "sentry-sdk"]
-test = ["coverage", "django", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
+test = ["anthropic", "coverage", "django", "flake8", "freezegun (==1.5.1)", "langchain-anthropic (>=0.2.0)", "langchain-community (>=0.2.0)", "langchain-openai (>=0.2.0)", "langgraph", "mock (>=2.0.0)", "openai", "pydantic", "pylint", "pytest", "pytest-asyncio", "pytest-timeout"]
 
 [[package]]
 name = "pre-commit"
@@ -6550,14 +6567,14 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.48"
+version = "3.0.50"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 groups = ["main", "runtime"]
 files = [
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 ]
 
 [package.dependencies]
@@ -6657,14 +6674,14 @@ files = [
 
 [[package]]
 name = "proto-plus"
-version = "1.25.0"
-description = "Beautiful, Pythonic protocol buffers."
+version = "1.26.0"
+description = "Beautiful, Pythonic protocol buffers"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -6696,33 +6713,26 @@ files = [
 
 [[package]]
 name = "psutil"
-version = "6.1.1"
-description = "Cross-platform lib for process and system monitoring in Python."
+version = "7.0.0"
+description = "Cross-platform lib for process and system monitoring in Python.  NOTE: the syntax of this script MUST be kept compatible with Python 2.7."
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.6"
 groups = ["main", "runtime"]
 files = [
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-
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+]
+
+[package.extras]
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 test = ["pytest", "pytest-xdist", "setuptools"]
 
 [[package]]
@@ -6930,14 +6940,14 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.10.4"
+version = "2.10.6"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "evaluation", "llama-index", "test"]
 files = [
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 ]
 
 [package.dependencies]
@@ -7114,14 +7124,14 @@ files = [
 
 [[package]]
 name = "pygithub"
-version = "2.5.0"
+version = "2.6.0"
 description = "Use the full Github API v3"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "PyGithub-2.6.0-py3-none-any.whl", hash = "sha256:22635b245b885413c607bb86393603cadcfdcb67a9b81ce9a64634e64f308084"},
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 ]
 
 [package.dependencies]
 greenlet = [
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+    {version = "!=0.4.17", markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"},
+    {version = "!=0.4.17", optional = true, markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") or extra == \"asyncio\""},
 ]
 typing-extensions = ">=4.6.0"
 
@@ -8923,32 +8941,32 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.41.3"
+version = "0.45.3"
 description = "The little ASGI library that shines."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "evaluation", "llama-index"]
 files = [
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+    {file = "starlette-0.45.3.tar.gz", hash = "sha256:2cbcba2a75806f8a41c722141486f37c28e30a0921c5f6fe4346cb0dcee1302f"},
 ]
 
 [package.dependencies]
-anyio = ">=3.4.0,<5"
+anyio = ">=3.6.2,<5"
 
 [package.extras]
-full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
+full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
 
 [[package]]
 name = "streamlit"
-version = "1.42.0"
+version = "1.42.1"
 description = "A faster way to build and share data apps"
 optional = false
 python-versions = "!=3.9.7,>=3.9"
 groups = ["evaluation"]
 files = [
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+    {file = "streamlit-1.42.1.tar.gz", hash = "sha256:4e13c47b0385bd633cc2777cb5da277129edb774db417ee77d8f349e9c7357ba"},
 ]
 
 [package.dependencies]
@@ -8992,6 +9010,22 @@ docs = ["myst-parser[linkify]", "sphinx", "sphinx-rtd-theme"]
 release = ["twine"]
 test = ["pylint", "pytest", "pytest-black", "pytest-cov", "pytest-pylint"]
 
+[[package]]
+name = "stripe"
+version = "11.5.0"
+description = "Python bindings for the Stripe API"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
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+    {file = "stripe-11.5.0.tar.gz", hash = "sha256:bc3e0358ffc23d5ecfa8aafec1fa4f048ee8107c3237bcb00003e68c8c96fa02"},
+]
+
+[package.dependencies]
+requests = {version = ">=2.20", markers = "python_version >= \"3.0\""}
+typing-extensions = {version = ">=4.5.0", markers = "python_version >= \"3.7\""}
+
 [[package]]
 name = "striprtf"
 version = "0.0.26"
@@ -9057,14 +9091,14 @@ dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"]
 
 [[package]]
 name = "synchronicity"
-version = "0.9.10"
+version = "0.9.11"
 description = "Export blocking and async library versions from a single async implementation"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "evaluation"]
 files = [
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+    {file = "synchronicity-0.9.11-py3-none-any.whl", hash = "sha256:231129654d2f56b1aa148e85ebd8545231be135771f6d2196d414175b1594ef6"},
+    {file = "synchronicity-0.9.11.tar.gz", hash = "sha256:cb5dbbcb43d637e516ae50db05a776da51a705d1e1a9c0e301f6049afc3c2cae"},
 ]
 
 [package.dependencies]
@@ -9170,66 +9204,66 @@ files = [
 
 [[package]]
 name = "tifffile"
-version = "2024.9.20"
+version = "2025.1.10"
 description = "Read and write TIFF files"
 optional = false
 python-versions = ">=3.10"
 groups = ["evaluation"]
 files = [
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+    {file = "tifffile-2025.1.10-py3-none-any.whl", hash = "sha256:ed24cf4c99fb13b4f5fb29f8a0d5605e60558c950bccbdca2a6470732a27cfb3"},
+    {file = "tifffile-2025.1.10.tar.gz", hash = "sha256:baaf0a3b87bf7ec375fa1537503353f70497eabe1bdde590f2e41cc0346e612f"},
 ]
 
 [package.dependencies]
 numpy = "*"
 
 [package.extras]
-all = ["defusedxml", "fsspec", "imagecodecs (>=2023.8.12)", "lxml", "matplotlib", "zarr"]
-codecs = ["imagecodecs (>=2023.8.12)"]
+all = ["defusedxml", "fsspec", "imagecodecs (>=2024.12.30)", "lxml", "matplotlib", "zarr (<3)"]
+codecs = ["imagecodecs (>=2024.12.30)"]
 plot = ["matplotlib"]
-test = ["cmapfile", "czifile", "dask", "defusedxml", "fsspec", "imagecodecs", "lfdfiles", "lxml", "ndtiff", "oiffile", "psdtags", "pytest", "roifile", "xarray", "zarr"]
+test = ["cmapfile", "czifile", "dask", "defusedxml", "fsspec", "imagecodecs", "lfdfiles", "lxml", "ndtiff", "oiffile", "psdtags", "pytest", "roifile", "xarray", "zarr (<3)"]
 xml = ["defusedxml", "lxml"]
-zarr = ["fsspec", "zarr"]
+zarr = ["fsspec", "zarr (<3)"]
 
 [[package]]
 name = "tiktoken"
-version = "0.8.0"
+version = "0.9.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "evaluation", "llama-index"]
 files = [
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 [[package]]
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 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
@@ -9471,18 +9505,18 @@ serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
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 timm = ["timm (<=1.0.11)"]
 tokenizers = ["tokenizers (>=0.21,<0.22)"]
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 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
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+video = ["av"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
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 [[package]]
 name = "typing-inspect"
@@ -9823,14 +9856,14 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "tzdata"
-version = "2024.2"
+version = "2025.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main", "evaluation", "llama-index", "test"]
 files = [
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 [[package]]
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 [[package]]
 name = "virtualenv"
-version = "20.28.1"
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 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev", "evaluation"]
 files = [
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 [package.dependencies]
@@ -10055,83 +10088,83 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
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 description = "Simple, modern and high performance file watching and code reload in python."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "evaluation", "llama-index"]
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 ]
 
 [package.dependencies]
@@ -10192,81 +10225,81 @@ test = ["websockets"]
 
 [[package]]
 name = "websockets"
-version = "14.1"
+version = "15.0"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
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+    {file = "wrapt-1.17.2-cp39-cp39-win_amd64.whl", hash = "sha256:36ccae62f64235cf8ddb682073a60519426fdd4725524ae38874adf72b5f2aeb"},
+    {file = "wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8"},
+    {file = "wrapt-1.17.2.tar.gz", hash = "sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3"},
 ]
 
 [[package]]
@@ -10403,14 +10450,14 @@ h11 = ">=0.9.0,<1"
 
 [[package]]
 name = "xlsxwriter"
-version = "3.2.0"
+version = "3.2.2"
 description = "A Python module for creating Excel XLSX files."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "XlsxWriter-3.2.0-py3-none-any.whl", hash = "sha256:ecfd5405b3e0e228219bcaf24c2ca0915e012ca9464a14048021d21a995d490e"},
-    {file = "XlsxWriter-3.2.0.tar.gz", hash = "sha256:9977d0c661a72866a61f9f7a809e25ebbb0fb7036baa3b9fe74afcfca6b3cb8c"},
+    {file = "XlsxWriter-3.2.2-py3-none-any.whl", hash = "sha256:272ce861e7fa5e82a4a6ebc24511f2cb952fde3461f6c6e1a1e81d3272db1471"},
+    {file = "xlsxwriter-3.2.2.tar.gz", hash = "sha256:befc7f92578a85fed261639fb6cde1fd51b79c5e854040847dde59d4317077dc"},
 ]
 
 [[package]]
@@ -10740,4 +10787,4 @@ testing = ["coverage[toml]", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "9ec13eb9f0359670bee8f4314216c66e568d899c3fd4992e978467732c59ee8c"
+content-hash = "63c0a6d2f0c382f9e8010ab167df76d3275945acf4fba3da7611d68be8241429"
diff --git a/pyproject.toml b/pyproject.toml
index 5c73ba094dc2..f5afa9d9982a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,6 +71,7 @@ openhands-aci = "^0.2.3"
 python-socketio = "^5.11.4"
 redis = "^5.2.0"
 sse-starlette = "^2.1.3"
+stripe = "^11.5.0"
 ipywidgets = "^8.1.5"
 qtconsole = "^5.6.1"
 

From 8d097efb4fdabeb9abd8be388315d49da5478b81 Mon Sep 17 00:00:00 2001
From: Calvin Smith <email@cjsmith.io>
Date: Tue, 18 Feb 2025 11:23:06 -0700
Subject: [PATCH 09/23] enh: Refactor `Event` -> `Message` pipeline outside of
 `CodeActAgent` (#6715)

Co-authored-by: Calvin Smith <calvin@all-hands.dev>
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
---
 .../agenthub/codeact_agent/codeact_agent.py   | 398 +++---------------
 openhands/core/message_utils.py               | 367 ++++++++++++++++
 openhands/events/serialization/event.py       |   4 +-
 tests/unit/test_codeact_agent.py              | 259 +-----------
 tests/unit/test_message_utils.py              | 271 ++++++++++++
 5 files changed, 696 insertions(+), 603 deletions(-)
 create mode 100644 openhands/core/message_utils.py
 create mode 100644 tests/unit/test_message_utils.py

diff --git a/openhands/agenthub/codeact_agent/codeact_agent.py b/openhands/agenthub/codeact_agent/codeact_agent.py
index 5a1f6d54a84d..b636e40cb9f6 100644
--- a/openhands/agenthub/codeact_agent/codeact_agent.py
+++ b/openhands/agenthub/codeact_agent/codeact_agent.py
@@ -2,41 +2,21 @@
 import os
 from collections import deque
 
-from litellm import ModelResponse
-
 import openhands
 import openhands.agenthub.codeact_agent.function_calling as codeact_function_calling
 from openhands.controller.agent import Agent
 from openhands.controller.state.state import State
 from openhands.core.config import AgentConfig
 from openhands.core.logger import openhands_logger as logger
-from openhands.core.message import ImageContent, Message, TextContent
-from openhands.core.schema import ActionType
+from openhands.core.message import Message, TextContent
+from openhands.core.message_utils import (
+    apply_prompt_caching,
+    events_to_messages,
+)
 from openhands.events.action import (
     Action,
-    AgentDelegateAction,
     AgentFinishAction,
-    BrowseInteractiveAction,
-    BrowseURLAction,
-    CmdRunAction,
-    FileEditAction,
-    FileReadAction,
-    IPythonRunCellAction,
-    MessageAction,
 )
-from openhands.events.observation import (
-    AgentCondensationObservation,
-    AgentDelegateObservation,
-    BrowserOutputObservation,
-    CmdOutputObservation,
-    FileEditObservation,
-    FileReadObservation,
-    IPythonRunCellObservation,
-    UserRejectObservation,
-)
-from openhands.events.observation.error import ErrorObservation
-from openhands.events.observation.observation import Observation
-from openhands.events.serialization.event import truncate_content
 from openhands.llm.llm import LLM
 from openhands.memory.condenser import Condenser
 from openhands.runtime.plugins import (
@@ -113,247 +93,6 @@ def __init__(
         self.condenser = Condenser.from_config(self.config.condenser)
         logger.debug(f'Using condenser: {self.condenser}')
 
-    def get_action_message(
-        self,
-        action: Action,
-        pending_tool_call_action_messages: dict[str, Message],
-    ) -> list[Message]:
-        """Converts an action into a message format that can be sent to the LLM.
-
-        This method handles different types of actions and formats them appropriately:
-        1. For tool-based actions (AgentDelegate, CmdRun, IPythonRunCell, FileEdit) and agent-sourced AgentFinish:
-            - In function calling mode: Stores the LLM's response in pending_tool_call_action_messages
-            - In non-function calling mode: Creates a message with the action string
-        2. For MessageActions: Creates a message with the text content and optional image content
-
-        Args:
-            action (Action): The action to convert. Can be one of:
-                - CmdRunAction: For executing bash commands
-                - IPythonRunCellAction: For running IPython code
-                - FileEditAction: For editing files
-                - FileReadAction: For reading files using openhands-aci commands
-                - BrowseInteractiveAction: For browsing the web
-                - AgentFinishAction: For ending the interaction
-                - MessageAction: For sending messages
-            pending_tool_call_action_messages (dict[str, Message]): Dictionary mapping response IDs
-                to their corresponding messages. Used in function calling mode to track tool calls
-                that are waiting for their results.
-
-        Returns:
-            list[Message]: A list containing the formatted message(s) for the action.
-                May be empty if the action is handled as a tool call in function calling mode.
-
-        Note:
-            In function calling mode, tool-based actions are stored in pending_tool_call_action_messages
-            rather than being returned immediately. They will be processed later when all corresponding
-            tool call results are available.
-        """
-        # create a regular message from an event
-        if isinstance(
-            action,
-            (
-                AgentDelegateAction,
-                IPythonRunCellAction,
-                FileEditAction,
-                FileReadAction,
-                BrowseInteractiveAction,
-                BrowseURLAction,
-            ),
-        ) or (isinstance(action, CmdRunAction) and action.source == 'agent'):
-            tool_metadata = action.tool_call_metadata
-            assert tool_metadata is not None, (
-                'Tool call metadata should NOT be None when function calling is enabled. Action: '
-                + str(action)
-            )
-
-            llm_response: ModelResponse = tool_metadata.model_response
-            assistant_msg = llm_response.choices[0].message
-
-            # Add the LLM message (assistant) that initiated the tool calls
-            # (overwrites any previous message with the same response_id)
-            logger.debug(
-                f'Tool calls type: {type(assistant_msg.tool_calls)}, value: {assistant_msg.tool_calls}'
-            )
-            pending_tool_call_action_messages[llm_response.id] = Message(
-                role=assistant_msg.role,
-                # tool call content SHOULD BE a string
-                content=[TextContent(text=assistant_msg.content or '')]
-                if assistant_msg.content is not None
-                else [],
-                tool_calls=assistant_msg.tool_calls,
-            )
-            return []
-        elif isinstance(action, AgentFinishAction):
-            role = 'user' if action.source == 'user' else 'assistant'
-
-            # when agent finishes, it has tool_metadata
-            # which has already been executed, and it doesn't have a response
-            # when the user finishes (/exit), we don't have tool_metadata
-            tool_metadata = action.tool_call_metadata
-            if tool_metadata is not None:
-                # take the response message from the tool call
-                assistant_msg = tool_metadata.model_response.choices[0].message
-                content = assistant_msg.content or ''
-
-                # save content if any, to thought
-                if action.thought:
-                    if action.thought != content:
-                        action.thought += '\n' + content
-                else:
-                    action.thought = content
-
-                # remove the tool call metadata
-                action.tool_call_metadata = None
-            return [
-                Message(
-                    role=role,
-                    content=[TextContent(text=action.thought)],
-                )
-            ]
-        elif isinstance(action, MessageAction):
-            role = 'user' if action.source == 'user' else 'assistant'
-            content = [TextContent(text=action.content or '')]
-            if self.llm.vision_is_active() and action.image_urls:
-                content.append(ImageContent(image_urls=action.image_urls))
-            return [
-                Message(
-                    role=role,
-                    content=content,
-                )
-            ]
-        elif isinstance(action, CmdRunAction) and action.source == 'user':
-            content = [
-                TextContent(text=f'User executed the command:\n{action.command}')
-            ]
-            return [
-                Message(
-                    role='user',
-                    content=content,
-                )
-            ]
-        return []
-
-    def get_observation_message(
-        self,
-        obs: Observation,
-        tool_call_id_to_message: dict[str, Message],
-    ) -> list[Message]:
-        """Converts an observation into a message format that can be sent to the LLM.
-
-        This method handles different types of observations and formats them appropriately:
-        - CmdOutputObservation: Formats command execution results with exit codes
-        - IPythonRunCellObservation: Formats IPython cell execution results, replacing base64 images
-        - FileEditObservation: Formats file editing results
-        - FileReadObservation: Formats file reading results from openhands-aci
-        - AgentDelegateObservation: Formats results from delegated agent tasks
-        - ErrorObservation: Formats error messages from failed actions
-        - UserRejectObservation: Formats user rejection messages
-
-        In function calling mode, observations with tool_call_metadata are stored in
-        tool_call_id_to_message for later processing instead of being returned immediately.
-
-        Args:
-            obs (Observation): The observation to convert
-            tool_call_id_to_message (dict[str, Message]): Dictionary mapping tool call IDs
-                to their corresponding messages (used in function calling mode)
-
-        Returns:
-            list[Message]: A list containing the formatted message(s) for the observation.
-                May be empty if the observation is handled as a tool response in function calling mode.
-
-        Raises:
-            ValueError: If the observation type is unknown
-        """
-        message: Message
-        max_message_chars = self.llm.config.max_message_chars
-        if isinstance(obs, CmdOutputObservation):
-            # if it doesn't have tool call metadata, it was triggered by a user action
-            if obs.tool_call_metadata is None:
-                text = truncate_content(
-                    f'\nObserved result of command executed by user:\n{obs.to_agent_observation()}',
-                    max_message_chars,
-                )
-            else:
-                text = truncate_content(obs.to_agent_observation(), max_message_chars)
-            message = Message(role='user', content=[TextContent(text=text)])
-        elif isinstance(obs, IPythonRunCellObservation):
-            text = obs.content
-            # replace base64 images with a placeholder
-            splitted = text.split('\n')
-            for i, line in enumerate(splitted):
-                if '![image](data:image/png;base64,' in line:
-                    splitted[i] = (
-                        '![image](data:image/png;base64, ...) already displayed to user'
-                    )
-            text = '\n'.join(splitted)
-            text = truncate_content(text, max_message_chars)
-            message = Message(role='user', content=[TextContent(text=text)])
-        elif isinstance(obs, FileEditObservation):
-            text = truncate_content(str(obs), max_message_chars)
-            message = Message(role='user', content=[TextContent(text=text)])
-        elif isinstance(obs, FileReadObservation):
-            message = Message(
-                role='user', content=[TextContent(text=obs.content)]
-            )  # Content is already truncated by openhands-aci
-        elif isinstance(obs, BrowserOutputObservation):
-            text = obs.get_agent_obs_text()
-            if (
-                obs.trigger_by_action == ActionType.BROWSE_INTERACTIVE
-                and obs.set_of_marks is not None
-                and len(obs.set_of_marks) > 0
-                and self.config.enable_som_visual_browsing
-                and self.llm.vision_is_active()
-            ):
-                text += 'Image: Current webpage screenshot (Note that only visible portion of webpage is present in the screenshot. You may need to scroll to view the remaining portion of the web-page.)\n'
-                message = Message(
-                    role='user',
-                    content=[
-                        TextContent(text=text),
-                        ImageContent(image_urls=[obs.set_of_marks]),
-                    ],
-                )
-            else:
-                message = Message(
-                    role='user',
-                    content=[TextContent(text=text)],
-                )
-        elif isinstance(obs, AgentDelegateObservation):
-            text = truncate_content(
-                obs.outputs['content'] if 'content' in obs.outputs else '',
-                max_message_chars,
-            )
-            message = Message(role='user', content=[TextContent(text=text)])
-        elif isinstance(obs, ErrorObservation):
-            text = truncate_content(obs.content, max_message_chars)
-            text += '\n[Error occurred in processing last action]'
-            message = Message(role='user', content=[TextContent(text=text)])
-        elif isinstance(obs, UserRejectObservation):
-            text = 'OBSERVATION:\n' + truncate_content(obs.content, max_message_chars)
-            text += '\n[Last action has been rejected by the user]'
-            message = Message(role='user', content=[TextContent(text=text)])
-        elif isinstance(obs, AgentCondensationObservation):
-            text = truncate_content(obs.content, max_message_chars)
-            message = Message(role='user', content=[TextContent(text=text)])
-        else:
-            # If an observation message is not returned, it will cause an error
-            # when the LLM tries to return the next message
-            raise ValueError(f'Unknown observation type: {type(obs)}')
-
-        # Update the message as tool response properly
-        if (tool_call_metadata := obs.tool_call_metadata) is not None:
-            tool_call_id_to_message[tool_call_metadata.tool_call_id] = Message(
-                role='tool',
-                content=message.content,
-                tool_call_id=tool_call_metadata.tool_call_id,
-                name=tool_call_metadata.function_name,
-            )
-            # No need to return the observation message
-            # because it will be added by get_action_message when all the corresponding
-            # tool calls in the SAME request are processed
-            return []
-
-        return [message]
-
     def reset(self) -> None:
         """Resets the CodeAct Agent."""
         super().reset()
@@ -429,7 +168,30 @@ def _get_messages(self, state: State) -> list[Message]:
         if not self.prompt_manager:
             raise Exception('Prompt Manager not instantiated.')
 
-        messages: list[Message] = [
+        messages: list[Message] = self._initial_messages()
+
+        # Condense the events from the state.
+        events = self.condenser.condensed_history(state)
+
+        messages += events_to_messages(
+            events,
+            max_message_chars=self.llm.config.max_message_chars,
+            vision_is_active=self.llm.vision_is_active(),
+            enable_som_visual_browsing=self.config.enable_som_visual_browsing,
+        )
+
+        messages = self._enhance_messages(messages)
+
+        if self.llm.is_caching_prompt_active():
+            apply_prompt_caching(messages)
+
+        return messages
+
+    def _initial_messages(self) -> list[Message]:
+        """Creates the initial messages (including the system prompt) for the LLM conversation."""
+        assert self.prompt_manager, 'Prompt Manager not instantiated.'
+
+        return [
             Message(
                 role='system',
                 content=[
@@ -441,84 +203,34 @@ def _get_messages(self, state: State) -> list[Message]:
             )
         ]
 
-        pending_tool_call_action_messages: dict[str, Message] = {}
-        tool_call_id_to_message: dict[str, Message] = {}
+    def _enhance_messages(self, messages: list[Message]) -> list[Message]:
+        """Enhances the user message with additional context based on keywords matched.
 
-        # Condense the events from the state.
-        events = self.condenser.condensed_history(state)
+        Args:
+            messages (list[Message]): The list of messages to enhance
 
+        Returns:
+            list[Message]: The enhanced list of messages
+        """
+        assert self.prompt_manager, 'Prompt Manager not instantiated.'
+
+        results: list[Message] = []
         is_first_message_handled = False
-        for event in events:
-            # create a regular message from an event
-            if isinstance(event, Action):
-                messages_to_add = self.get_action_message(
-                    action=event,
-                    pending_tool_call_action_messages=pending_tool_call_action_messages,
-                )
-            elif isinstance(event, Observation):
-                messages_to_add = self.get_observation_message(
-                    obs=event,
-                    tool_call_id_to_message=tool_call_id_to_message,
-                )
-            else:
-                raise ValueError(f'Unknown event type: {type(event)}')
-
-            # Check pending tool call action messages and see if they are complete
-            _response_ids_to_remove = []
-            for (
-                response_id,
-                pending_message,
-            ) in pending_tool_call_action_messages.items():
-                assert pending_message.tool_calls is not None, (
-                    'Tool calls should NOT be None when function calling is enabled & the message is considered pending tool call. '
-                    f'Pending message: {pending_message}'
-                )
-                if all(
-                    tool_call.id in tool_call_id_to_message
-                    for tool_call in pending_message.tool_calls
-                ):
-                    # If complete:
-                    # -- 1. Add the message that **initiated** the tool calls
-                    messages_to_add.append(pending_message)
-                    # -- 2. Add the tool calls **results***
-                    for tool_call in pending_message.tool_calls:
-                        messages_to_add.append(tool_call_id_to_message[tool_call.id])
-                        tool_call_id_to_message.pop(tool_call.id)
-                    _response_ids_to_remove.append(response_id)
-            # Cleanup the processed pending tool messages
-            for response_id in _response_ids_to_remove:
-                pending_tool_call_action_messages.pop(response_id)
-
-            for msg in messages_to_add:
-                if msg:
-                    if msg.role == 'user' and not is_first_message_handled:
-                        is_first_message_handled = True
-                        # compose the first user message with examples
-                        self.prompt_manager.add_examples_to_initial_message(msg)
-
-                        # and/or repo/runtime info
-                        if self.config.enable_prompt_extensions:
-                            self.prompt_manager.add_info_to_initial_message(msg)
-
-                    # enhance the user message with additional context based on keywords matched
-                    if msg.role == 'user':
-                        self.prompt_manager.enhance_message(msg)
-
-                    messages.append(msg)
 
-        if self.llm.is_caching_prompt_active():
-            # NOTE: this is only needed for anthropic
-            # following logic here:
-            # https://github.com/anthropics/anthropic-quickstarts/blob/8f734fd08c425c6ec91ddd613af04ff87d70c5a0/computer-use-demo/computer_use_demo/loop.py#L241-L262
-            breakpoints_remaining = 3  # remaining 1 for system/tool
-            for message in reversed(messages):
-                if message.role in ('user', 'tool'):
-                    if breakpoints_remaining > 0:
-                        message.content[
-                            -1
-                        ].cache_prompt = True  # Last item inside the message content
-                        breakpoints_remaining -= 1
-                    else:
-                        break
+        for msg in messages:
+            if msg.role == 'user' and not is_first_message_handled:
+                is_first_message_handled = True
+                # compose the first user message with examples
+                self.prompt_manager.add_examples_to_initial_message(msg)
 
-        return messages
+                # and/or repo/runtime info
+                if self.config.enable_prompt_extensions:
+                    self.prompt_manager.add_info_to_initial_message(msg)
+
+            # enhance the user message with additional context based on keywords matched
+            if msg.role == 'user':
+                self.prompt_manager.enhance_message(msg)
+
+            results.append(msg)
+
+        return results
diff --git a/openhands/core/message_utils.py b/openhands/core/message_utils.py
new file mode 100644
index 000000000000..25be12873177
--- /dev/null
+++ b/openhands/core/message_utils.py
@@ -0,0 +1,367 @@
+from litellm import ModelResponse
+
+from openhands.core.logger import openhands_logger as logger
+from openhands.core.message import ImageContent, Message, TextContent
+from openhands.core.schema import ActionType
+from openhands.events.action import (
+    Action,
+    AgentDelegateAction,
+    AgentFinishAction,
+    BrowseInteractiveAction,
+    BrowseURLAction,
+    CmdRunAction,
+    FileEditAction,
+    FileReadAction,
+    IPythonRunCellAction,
+    MessageAction,
+)
+from openhands.events.event import Event
+from openhands.events.observation import (
+    AgentCondensationObservation,
+    AgentDelegateObservation,
+    BrowserOutputObservation,
+    CmdOutputObservation,
+    FileEditObservation,
+    FileReadObservation,
+    IPythonRunCellObservation,
+    UserRejectObservation,
+)
+from openhands.events.observation.error import ErrorObservation
+from openhands.events.observation.observation import Observation
+from openhands.events.serialization.event import truncate_content
+
+
+def events_to_messages(
+    events: list[Event],
+    max_message_chars: int | None = None,
+    vision_is_active: bool = False,
+    enable_som_visual_browsing: bool = False,
+) -> list[Message]:
+    """Converts a list of events into a list of messages that can be sent to the LLM.
+
+    Ensures that tool call actions are processed correctly in function calling mode.
+
+    Args:
+        events: A list of events to convert. Each event can be an Action or Observation.
+        max_message_chars: The maximum number of characters in the content of an event included in the prompt to the LLM.
+            Larger observations are truncated.
+        vision_is_active: Whether vision is active in the LLM. If True, image URLs will be included.
+        enable_som_visual_browsing: Whether to enable visual browsing for the SOM model.
+    """
+    messages = []
+
+    pending_tool_call_action_messages: dict[str, Message] = {}
+    tool_call_id_to_message: dict[str, Message] = {}
+
+    for event in events:
+        # create a regular message from an event
+        if isinstance(event, Action):
+            messages_to_add = get_action_message(
+                action=event,
+                pending_tool_call_action_messages=pending_tool_call_action_messages,
+                vision_is_active=vision_is_active,
+            )
+        elif isinstance(event, Observation):
+            messages_to_add = get_observation_message(
+                obs=event,
+                tool_call_id_to_message=tool_call_id_to_message,
+                max_message_chars=max_message_chars,
+                vision_is_active=vision_is_active,
+                enable_som_visual_browsing=enable_som_visual_browsing,
+            )
+        else:
+            raise ValueError(f'Unknown event type: {type(event)}')
+
+        # Check pending tool call action messages and see if they are complete
+        _response_ids_to_remove = []
+        for (
+            response_id,
+            pending_message,
+        ) in pending_tool_call_action_messages.items():
+            assert pending_message.tool_calls is not None, (
+                'Tool calls should NOT be None when function calling is enabled & the message is considered pending tool call. '
+                f'Pending message: {pending_message}'
+            )
+            if all(
+                tool_call.id in tool_call_id_to_message
+                for tool_call in pending_message.tool_calls
+            ):
+                # If complete:
+                # -- 1. Add the message that **initiated** the tool calls
+                messages_to_add.append(pending_message)
+                # -- 2. Add the tool calls **results***
+                for tool_call in pending_message.tool_calls:
+                    messages_to_add.append(tool_call_id_to_message[tool_call.id])
+                    tool_call_id_to_message.pop(tool_call.id)
+                _response_ids_to_remove.append(response_id)
+        # Cleanup the processed pending tool messages
+        for response_id in _response_ids_to_remove:
+            pending_tool_call_action_messages.pop(response_id)
+
+        messages += messages_to_add
+
+    return messages
+
+
+def get_action_message(
+    action: Action,
+    pending_tool_call_action_messages: dict[str, Message],
+    vision_is_active: bool = False,
+) -> list[Message]:
+    """Converts an action into a message format that can be sent to the LLM.
+
+    This method handles different types of actions and formats them appropriately:
+    1. For tool-based actions (AgentDelegate, CmdRun, IPythonRunCell, FileEdit) and agent-sourced AgentFinish:
+        - In function calling mode: Stores the LLM's response in pending_tool_call_action_messages
+        - In non-function calling mode: Creates a message with the action string
+    2. For MessageActions: Creates a message with the text content and optional image content
+
+    Args:
+        action: The action to convert. Can be one of:
+            - CmdRunAction: For executing bash commands
+            - IPythonRunCellAction: For running IPython code
+            - FileEditAction: For editing files
+            - FileReadAction: For reading files using openhands-aci commands
+            - BrowseInteractiveAction: For browsing the web
+            - AgentFinishAction: For ending the interaction
+            - MessageAction: For sending messages
+
+        pending_tool_call_action_messages: Dictionary mapping response IDs to their corresponding messages.
+            Used in function calling mode to track tool calls that are waiting for their results.
+
+        vision_is_active: Whether vision is active in the LLM. If True, image URLs will be included
+
+    Returns:
+        list[Message]: A list containing the formatted message(s) for the action.
+            May be empty if the action is handled as a tool call in function calling mode.
+
+    Note:
+        In function calling mode, tool-based actions are stored in pending_tool_call_action_messages
+        rather than being returned immediately. They will be processed later when all corresponding
+        tool call results are available.
+    """
+    # create a regular message from an event
+    if isinstance(
+        action,
+        (
+            AgentDelegateAction,
+            IPythonRunCellAction,
+            FileEditAction,
+            FileReadAction,
+            BrowseInteractiveAction,
+            BrowseURLAction,
+        ),
+    ) or (isinstance(action, CmdRunAction) and action.source == 'agent'):
+        tool_metadata = action.tool_call_metadata
+        assert tool_metadata is not None, (
+            'Tool call metadata should NOT be None when function calling is enabled. Action: '
+            + str(action)
+        )
+
+        llm_response: ModelResponse = tool_metadata.model_response
+        assistant_msg = llm_response.choices[0].message
+
+        # Add the LLM message (assistant) that initiated the tool calls
+        # (overwrites any previous message with the same response_id)
+        logger.debug(
+            f'Tool calls type: {type(assistant_msg.tool_calls)}, value: {assistant_msg.tool_calls}'
+        )
+        pending_tool_call_action_messages[llm_response.id] = Message(
+            role=assistant_msg.role,
+            # tool call content SHOULD BE a string
+            content=[TextContent(text=assistant_msg.content or '')]
+            if assistant_msg.content is not None
+            else [],
+            tool_calls=assistant_msg.tool_calls,
+        )
+        return []
+    elif isinstance(action, AgentFinishAction):
+        role = 'user' if action.source == 'user' else 'assistant'
+
+        # when agent finishes, it has tool_metadata
+        # which has already been executed, and it doesn't have a response
+        # when the user finishes (/exit), we don't have tool_metadata
+        tool_metadata = action.tool_call_metadata
+        if tool_metadata is not None:
+            # take the response message from the tool call
+            assistant_msg = tool_metadata.model_response.choices[0].message
+            content = assistant_msg.content or ''
+
+            # save content if any, to thought
+            if action.thought:
+                if action.thought != content:
+                    action.thought += '\n' + content
+            else:
+                action.thought = content
+
+            # remove the tool call metadata
+            action.tool_call_metadata = None
+        return [
+            Message(
+                role=role,
+                content=[TextContent(text=action.thought)],
+            )
+        ]
+    elif isinstance(action, MessageAction):
+        role = 'user' if action.source == 'user' else 'assistant'
+        content = [TextContent(text=action.content or '')]
+        if vision_is_active and action.image_urls:
+            content.append(ImageContent(image_urls=action.image_urls))
+        return [
+            Message(
+                role=role,
+                content=content,
+            )
+        ]
+    elif isinstance(action, CmdRunAction) and action.source == 'user':
+        content = [TextContent(text=f'User executed the command:\n{action.command}')]
+        return [
+            Message(
+                role='user',
+                content=content,
+            )
+        ]
+    return []
+
+
+def get_observation_message(
+    obs: Observation,
+    tool_call_id_to_message: dict[str, Message],
+    max_message_chars: int | None = None,
+    vision_is_active: bool = False,
+    enable_som_visual_browsing: bool = False,
+) -> list[Message]:
+    """Converts an observation into a message format that can be sent to the LLM.
+
+    This method handles different types of observations and formats them appropriately:
+    - CmdOutputObservation: Formats command execution results with exit codes
+    - IPythonRunCellObservation: Formats IPython cell execution results, replacing base64 images
+    - FileEditObservation: Formats file editing results
+    - FileReadObservation: Formats file reading results from openhands-aci
+    - AgentDelegateObservation: Formats results from delegated agent tasks
+    - ErrorObservation: Formats error messages from failed actions
+    - UserRejectObservation: Formats user rejection messages
+
+    In function calling mode, observations with tool_call_metadata are stored in
+    tool_call_id_to_message for later processing instead of being returned immediately.
+
+    Args:
+        obs: The observation to convert
+        tool_call_id_to_message: Dictionary mapping tool call IDs to their corresponding messages (used in function calling mode)
+        max_message_chars: The maximum number of characters in the content of an observation included in the prompt to the LLM
+        vision_is_active: Whether vision is active in the LLM. If True, image URLs will be included
+        enable_som_visual_browsing: Whether to enable visual browsing for the SOM model
+
+    Returns:
+        list[Message]: A list containing the formatted message(s) for the observation.
+            May be empty if the observation is handled as a tool response in function calling mode.
+
+    Raises:
+        ValueError: If the observation type is unknown
+    """
+    message: Message
+
+    if isinstance(obs, CmdOutputObservation):
+        # if it doesn't have tool call metadata, it was triggered by a user action
+        if obs.tool_call_metadata is None:
+            text = truncate_content(
+                f'\nObserved result of command executed by user:\n{obs.to_agent_observation()}',
+                max_message_chars,
+            )
+        else:
+            text = truncate_content(obs.to_agent_observation(), max_message_chars)
+        message = Message(role='user', content=[TextContent(text=text)])
+    elif isinstance(obs, IPythonRunCellObservation):
+        text = obs.content
+        # replace base64 images with a placeholder
+        splitted = text.split('\n')
+        for i, line in enumerate(splitted):
+            if '![image](data:image/png;base64,' in line:
+                splitted[i] = (
+                    '![image](data:image/png;base64, ...) already displayed to user'
+                )
+        text = '\n'.join(splitted)
+        text = truncate_content(text, max_message_chars)
+        message = Message(role='user', content=[TextContent(text=text)])
+    elif isinstance(obs, FileEditObservation):
+        text = truncate_content(str(obs), max_message_chars)
+        message = Message(role='user', content=[TextContent(text=text)])
+    elif isinstance(obs, FileReadObservation):
+        message = Message(
+            role='user', content=[TextContent(text=obs.content)]
+        )  # Content is already truncated by openhands-aci
+    elif isinstance(obs, BrowserOutputObservation):
+        text = obs.get_agent_obs_text()
+        if (
+            obs.trigger_by_action == ActionType.BROWSE_INTERACTIVE
+            and obs.set_of_marks is not None
+            and len(obs.set_of_marks) > 0
+            and enable_som_visual_browsing
+            and vision_is_active
+        ):
+            text += 'Image: Current webpage screenshot (Note that only visible portion of webpage is present in the screenshot. You may need to scroll to view the remaining portion of the web-page.)\n'
+            message = Message(
+                role='user',
+                content=[
+                    TextContent(text=text),
+                    ImageContent(image_urls=[obs.set_of_marks]),
+                ],
+            )
+        else:
+            message = Message(
+                role='user',
+                content=[TextContent(text=text)],
+            )
+    elif isinstance(obs, AgentDelegateObservation):
+        text = truncate_content(
+            obs.outputs['content'] if 'content' in obs.outputs else '',
+            max_message_chars,
+        )
+        message = Message(role='user', content=[TextContent(text=text)])
+    elif isinstance(obs, ErrorObservation):
+        text = truncate_content(obs.content, max_message_chars)
+        text += '\n[Error occurred in processing last action]'
+        message = Message(role='user', content=[TextContent(text=text)])
+    elif isinstance(obs, UserRejectObservation):
+        text = 'OBSERVATION:\n' + truncate_content(obs.content, max_message_chars)
+        text += '\n[Last action has been rejected by the user]'
+        message = Message(role='user', content=[TextContent(text=text)])
+    elif isinstance(obs, AgentCondensationObservation):
+        text = truncate_content(obs.content, max_message_chars)
+        message = Message(role='user', content=[TextContent(text=text)])
+    else:
+        # If an observation message is not returned, it will cause an error
+        # when the LLM tries to return the next message
+        raise ValueError(f'Unknown observation type: {type(obs)}')
+
+    # Update the message as tool response properly
+    if (tool_call_metadata := obs.tool_call_metadata) is not None:
+        tool_call_id_to_message[tool_call_metadata.tool_call_id] = Message(
+            role='tool',
+            content=message.content,
+            tool_call_id=tool_call_metadata.tool_call_id,
+            name=tool_call_metadata.function_name,
+        )
+        # No need to return the observation message
+        # because it will be added by get_action_message when all the corresponding
+        # tool calls in the SAME request are processed
+        return []
+
+    return [message]
+
+
+def apply_prompt_caching(messages: list[Message]) -> None:
+    """Applies caching breakpoints to the messages."""
+    # NOTE: this is only needed for anthropic
+    # following logic here:
+    # https://github.com/anthropics/anthropic-quickstarts/blob/8f734fd08c425c6ec91ddd613af04ff87d70c5a0/computer-use-demo/computer_use_demo/loop.py#L241-L262
+    breakpoints_remaining = 3  # remaining 1 for system/tool
+    for message in reversed(messages):
+        if message.role in ('user', 'tool'):
+            if breakpoints_remaining > 0:
+                message.content[
+                    -1
+                ].cache_prompt = True  # Last item inside the message content
+                breakpoints_remaining -= 1
+            else:
+                break
diff --git a/openhands/events/serialization/event.py b/openhands/events/serialization/event.py
index cf2637ab667d..71f591fd7d5a 100644
--- a/openhands/events/serialization/event.py
+++ b/openhands/events/serialization/event.py
@@ -130,9 +130,9 @@ def event_to_memory(event: 'Event', max_message_chars: int) -> dict:
     return d
 
 
-def truncate_content(content: str, max_chars: int) -> str:
+def truncate_content(content: str, max_chars: int | None = None) -> str:
     """Truncate the middle of the observation content if it is too long."""
-    if len(content) <= max_chars or max_chars == -1:
+    if max_chars is None or len(content) <= max_chars or max_chars < 0:
         return content
 
     # truncate the middle and include a message to the LLM about it
diff --git a/tests/unit/test_codeact_agent.py b/tests/unit/test_codeact_agent.py
index 58ce8d8329e2..675ac17c31e4 100644
--- a/tests/unit/test_codeact_agent.py
+++ b/tests/unit/test_codeact_agent.py
@@ -19,23 +19,14 @@
 from openhands.controller.state.state import State
 from openhands.core.config import AgentConfig, LLMConfig
 from openhands.core.exceptions import FunctionCallNotExistsError
-from openhands.core.message import ImageContent, TextContent
 from openhands.events.action import (
-    AgentFinishAction,
     CmdRunAction,
     MessageAction,
 )
-from openhands.events.event import EventSource, FileEditSource, FileReadSource
-from openhands.events.observation.browse import BrowserOutputObservation
+from openhands.events.event import EventSource
 from openhands.events.observation.commands import (
-    CmdOutputMetadata,
     CmdOutputObservation,
-    IPythonRunCellObservation,
 )
-from openhands.events.observation.delegate import AgentDelegateObservation
-from openhands.events.observation.error import ErrorObservation
-from openhands.events.observation.files import FileEditObservation, FileReadObservation
-from openhands.events.observation.reject import UserRejectObservation
 from openhands.events.tool import ToolCallMetadata
 from openhands.llm.llm import LLM
 
@@ -59,254 +50,6 @@ def mock_state() -> State:
     return state
 
 
-def test_cmd_output_observation_message(agent: CodeActAgent):
-    obs = CmdOutputObservation(
-        command='echo hello',
-        content='Command output',
-        metadata=CmdOutputMetadata(
-            exit_code=0,
-            prefix='[THIS IS PREFIX]',
-            suffix='[THIS IS SUFFIX]',
-        ),
-    )
-
-    tool_call_id_to_message = {}
-    results = agent.get_observation_message(
-        obs, tool_call_id_to_message=tool_call_id_to_message
-    )
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert 'Observed result of command executed by user:' in result.content[0].text
-    assert '[Command finished with exit code 0]' in result.content[0].text
-    assert '[THIS IS PREFIX]' in result.content[0].text
-    assert '[THIS IS SUFFIX]' in result.content[0].text
-
-
-def test_ipython_run_cell_observation_message(agent: CodeActAgent):
-    obs = IPythonRunCellObservation(
-        code='plt.plot()',
-        content='IPython output\n![image](data:image/png;base64,ABC123)',
-    )
-
-    results = agent.get_observation_message(obs, tool_call_id_to_message={})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert 'IPython output' in result.content[0].text
-    assert (
-        '![image](data:image/png;base64, ...) already displayed to user'
-        in result.content[0].text
-    )
-    assert 'ABC123' not in result.content[0].text
-
-
-def test_agent_delegate_observation_message(agent: CodeActAgent):
-    obs = AgentDelegateObservation(
-        content='Content', outputs={'content': 'Delegated agent output'}
-    )
-
-    results = agent.get_observation_message(obs, tool_call_id_to_message={})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert 'Delegated agent output' in result.content[0].text
-
-
-def test_error_observation_message(agent: CodeActAgent):
-    obs = ErrorObservation('Error message')
-
-    results = agent.get_observation_message(obs, tool_call_id_to_message={})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert 'Error message' in result.content[0].text
-    assert 'Error occurred in processing last action' in result.content[0].text
-
-
-def test_unknown_observation_message(agent: CodeActAgent):
-    obs = Mock()
-
-    with pytest.raises(ValueError, match='Unknown observation type'):
-        agent.get_observation_message(obs, tool_call_id_to_message={})
-
-
-def test_file_edit_observation_message(agent: CodeActAgent):
-    obs = FileEditObservation(
-        path='/test/file.txt',
-        prev_exist=True,
-        old_content='old content',
-        new_content='new content',
-        content='diff content',
-        impl_source=FileEditSource.LLM_BASED_EDIT,
-    )
-
-    results = agent.get_observation_message(obs, tool_call_id_to_message={})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert '[Existing file /test/file.txt is edited with' in result.content[0].text
-
-
-def test_file_read_observation_message(agent: CodeActAgent):
-    obs = FileReadObservation(
-        path='/test/file.txt',
-        content='File content',
-        impl_source=FileReadSource.DEFAULT,
-    )
-
-    results = agent.get_observation_message(obs, tool_call_id_to_message={})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert result.content[0].text == 'File content'
-
-
-def test_browser_output_observation_message(agent: CodeActAgent):
-    obs = BrowserOutputObservation(
-        url='http://example.com',
-        trigger_by_action='browse',
-        screenshot='',
-        content='Page loaded',
-        error=False,
-    )
-
-    results = agent.get_observation_message(obs, tool_call_id_to_message={})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert '[Current URL: http://example.com]' in result.content[0].text
-
-
-def test_user_reject_observation_message(agent: CodeActAgent):
-    obs = UserRejectObservation('Action rejected')
-
-    results = agent.get_observation_message(obs, tool_call_id_to_message={})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert 'Action rejected' in result.content[0].text
-    assert '[Last action has been rejected by the user]' in result.content[0].text
-
-
-def test_function_calling_observation_message(agent: CodeActAgent):
-    mock_response = {
-        'id': 'mock_id',
-        'total_calls_in_response': 1,
-        'choices': [{'message': {'content': 'Task completed'}}],
-    }
-    obs = CmdOutputObservation(
-        command='echo hello',
-        content='Command output',
-        command_id=1,
-        exit_code=0,
-    )
-    obs.tool_call_metadata = ToolCallMetadata(
-        tool_call_id='123',
-        function_name='execute_bash',
-        model_response=mock_response,
-        total_calls_in_response=1,
-    )
-
-    results = agent.get_observation_message(obs, tool_call_id_to_message={})
-    assert len(results) == 0  # No direct message when using function calling
-
-
-def test_message_action_with_image(agent: CodeActAgent):
-    action = MessageAction(
-        content='Message with image',
-        image_urls=['http://example.com/image.jpg'],
-    )
-    action._source = EventSource.AGENT
-
-    results = agent.get_action_message(action, {})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'assistant'
-    assert len(result.content) == 2
-    assert isinstance(result.content[0], TextContent)
-    assert isinstance(result.content[1], ImageContent)
-    assert result.content[0].text == 'Message with image'
-    assert result.content[1].image_urls == ['http://example.com/image.jpg']
-
-
-def test_user_cmd_action_message(agent: CodeActAgent):
-    action = CmdRunAction(command='ls -l')
-    action._source = EventSource.USER
-
-    results = agent.get_action_message(action, {})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'user'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert 'User executed the command' in result.content[0].text
-    assert 'ls -l' in result.content[0].text
-
-
-def test_agent_finish_action_with_tool_metadata(agent: CodeActAgent):
-    mock_response = {
-        'id': 'mock_id',
-        'total_calls_in_response': 1,
-        'choices': [{'message': {'content': 'Task completed'}}],
-    }
-
-    action = AgentFinishAction(thought='Initial thought')
-    action._source = EventSource.AGENT
-    action.tool_call_metadata = ToolCallMetadata(
-        tool_call_id='123',
-        function_name='finish',
-        model_response=mock_response,
-        total_calls_in_response=1,
-    )
-
-    results = agent.get_action_message(action, {})
-    assert len(results) == 1
-
-    result = results[0]
-    assert result is not None
-    assert result.role == 'assistant'
-    assert len(result.content) == 1
-    assert isinstance(result.content[0], TextContent)
-    assert 'Initial thought\nTask completed' in result.content[0].text
-
-
 def test_reset(agent: CodeActAgent):
     # Add some state
     action = MessageAction(content='test')
diff --git a/tests/unit/test_message_utils.py b/tests/unit/test_message_utils.py
new file mode 100644
index 000000000000..d3114519c82b
--- /dev/null
+++ b/tests/unit/test_message_utils.py
@@ -0,0 +1,271 @@
+from unittest.mock import Mock
+
+import pytest
+
+from openhands.core.message import ImageContent, TextContent
+from openhands.core.message_utils import get_action_message, get_observation_message
+from openhands.events.action import (
+    AgentFinishAction,
+    CmdRunAction,
+    MessageAction,
+)
+from openhands.events.event import EventSource, FileEditSource, FileReadSource
+from openhands.events.observation.browse import BrowserOutputObservation
+from openhands.events.observation.commands import (
+    CmdOutputMetadata,
+    CmdOutputObservation,
+    IPythonRunCellObservation,
+)
+from openhands.events.observation.delegate import AgentDelegateObservation
+from openhands.events.observation.error import ErrorObservation
+from openhands.events.observation.files import FileEditObservation, FileReadObservation
+from openhands.events.observation.reject import UserRejectObservation
+from openhands.events.tool import ToolCallMetadata
+
+
+def test_cmd_output_observation_message():
+    obs = CmdOutputObservation(
+        command='echo hello',
+        content='Command output',
+        metadata=CmdOutputMetadata(
+            exit_code=0,
+            prefix='[THIS IS PREFIX]',
+            suffix='[THIS IS SUFFIX]',
+        ),
+    )
+
+    tool_call_id_to_message = {}
+    results = get_observation_message(
+        obs, tool_call_id_to_message=tool_call_id_to_message
+    )
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert 'Observed result of command executed by user:' in result.content[0].text
+    assert '[Command finished with exit code 0]' in result.content[0].text
+    assert '[THIS IS PREFIX]' in result.content[0].text
+    assert '[THIS IS SUFFIX]' in result.content[0].text
+
+
+def test_ipython_run_cell_observation_message():
+    obs = IPythonRunCellObservation(
+        code='plt.plot()',
+        content='IPython output\n![image](data:image/png;base64,ABC123)',
+    )
+
+    results = get_observation_message(obs, tool_call_id_to_message={})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert 'IPython output' in result.content[0].text
+    assert (
+        '![image](data:image/png;base64, ...) already displayed to user'
+        in result.content[0].text
+    )
+    assert 'ABC123' not in result.content[0].text
+
+
+def test_agent_delegate_observation_message():
+    obs = AgentDelegateObservation(
+        content='Content', outputs={'content': 'Delegated agent output'}
+    )
+
+    results = get_observation_message(obs, tool_call_id_to_message={})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert 'Delegated agent output' in result.content[0].text
+
+
+def test_error_observation_message():
+    obs = ErrorObservation('Error message')
+
+    results = get_observation_message(obs, tool_call_id_to_message={})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert 'Error message' in result.content[0].text
+    assert 'Error occurred in processing last action' in result.content[0].text
+
+
+def test_unknown_observation_message():
+    obs = Mock()
+
+    with pytest.raises(ValueError, match='Unknown observation type'):
+        get_observation_message(obs, tool_call_id_to_message={})
+
+
+def test_file_edit_observation_message():
+    obs = FileEditObservation(
+        path='/test/file.txt',
+        prev_exist=True,
+        old_content='old content',
+        new_content='new content',
+        content='diff content',
+        impl_source=FileEditSource.LLM_BASED_EDIT,
+    )
+
+    results = get_observation_message(obs, tool_call_id_to_message={})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert '[Existing file /test/file.txt is edited with' in result.content[0].text
+
+
+def test_file_read_observation_message():
+    obs = FileReadObservation(
+        path='/test/file.txt',
+        content='File content',
+        impl_source=FileReadSource.DEFAULT,
+    )
+
+    results = get_observation_message(obs, tool_call_id_to_message={})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert result.content[0].text == 'File content'
+
+
+def test_browser_output_observation_message():
+    obs = BrowserOutputObservation(
+        url='http://example.com',
+        trigger_by_action='browse',
+        screenshot='',
+        content='Page loaded',
+        error=False,
+    )
+
+    results = get_observation_message(obs, tool_call_id_to_message={})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert '[Current URL: http://example.com]' in result.content[0].text
+
+
+def test_user_reject_observation_message():
+    obs = UserRejectObservation('Action rejected')
+
+    results = get_observation_message(obs, tool_call_id_to_message={})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert 'Action rejected' in result.content[0].text
+    assert '[Last action has been rejected by the user]' in result.content[0].text
+
+
+def test_function_calling_observation_message():
+    mock_response = {
+        'id': 'mock_id',
+        'total_calls_in_response': 1,
+        'choices': [{'message': {'content': 'Task completed'}}],
+    }
+    obs = CmdOutputObservation(
+        command='echo hello',
+        content='Command output',
+        command_id=1,
+        exit_code=0,
+    )
+    obs.tool_call_metadata = ToolCallMetadata(
+        tool_call_id='123',
+        function_name='execute_bash',
+        model_response=mock_response,
+        total_calls_in_response=1,
+    )
+
+    results = get_observation_message(obs, tool_call_id_to_message={})
+    assert len(results) == 0  # No direct message when using function calling
+
+
+def test_message_action_with_image():
+    action = MessageAction(
+        content='Message with image',
+        image_urls=['http://example.com/image.jpg'],
+    )
+    action._source = EventSource.AGENT
+
+    results = get_action_message(action, {}, vision_is_active=True)
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'assistant'
+    assert len(result.content) == 2
+    assert isinstance(result.content[0], TextContent)
+    assert isinstance(result.content[1], ImageContent)
+    assert result.content[0].text == 'Message with image'
+    assert result.content[1].image_urls == ['http://example.com/image.jpg']
+
+
+def test_user_cmd_action_message():
+    action = CmdRunAction(command='ls -l')
+    action._source = EventSource.USER
+
+    results = get_action_message(action, {})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'user'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert 'User executed the command' in result.content[0].text
+    assert 'ls -l' in result.content[0].text
+
+
+def test_agent_finish_action_with_tool_metadata():
+    mock_response = {
+        'id': 'mock_id',
+        'total_calls_in_response': 1,
+        'choices': [{'message': {'content': 'Task completed'}}],
+    }
+
+    action = AgentFinishAction(thought='Initial thought')
+    action._source = EventSource.AGENT
+    action.tool_call_metadata = ToolCallMetadata(
+        tool_call_id='123',
+        function_name='finish',
+        model_response=mock_response,
+        total_calls_in_response=1,
+    )
+
+    results = get_action_message(action, {})
+    assert len(results) == 1
+
+    result = results[0]
+    assert result is not None
+    assert result.role == 'assistant'
+    assert len(result.content) == 1
+    assert isinstance(result.content[0], TextContent)
+    assert 'Initial thought\nTask completed' in result.content[0].text

From 1a7003a7056f5b459207c2e2d2c6db4646967c53 Mon Sep 17 00:00:00 2001
From: Xingyao Wang <xingyao@all-hands.dev>
Date: Tue, 18 Feb 2025 15:02:28 -0500
Subject: [PATCH 10/23] Add `sysbox` support to remote runtime for eval; Add
 memory monitor, stress tests to help debug memory issue (#6684)

Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: Graham Neubig <neubig@gmail.com>
---
 evaluation/benchmarks/EDA/run_infer.py        |  11 +-
 .../benchmarks/agent_bench/run_infer.py       |  16 +-
 .../benchmarks/aider_bench/run_infer.py       |  16 +-
 evaluation/benchmarks/biocoder/run_infer.py   |  11 +-
 evaluation/benchmarks/bird/run_infer.py       |  12 +-
 .../browsing_delegation/run_infer.py          |  11 +-
 .../benchmarks/commit0_bench/run_infer.py     |  24 +-
 .../benchmarks/discoverybench/run_infer.py    |  11 +-
 evaluation/benchmarks/gaia/run_infer.py       |  11 +-
 evaluation/benchmarks/gorilla/run_infer.py    |  11 +-
 evaluation/benchmarks/gpqa/run_infer.py       |  11 +-
 .../benchmarks/humanevalfix/run_infer.py      |  11 +-
 .../benchmarks/logic_reasoning/run_infer.py   |  16 +-
 evaluation/benchmarks/miniwob/run_infer.py    |  17 +-
 evaluation/benchmarks/mint/run_infer.py       |  16 +-
 evaluation/benchmarks/ml_bench/run_infer.py   |  10 +-
 .../benchmarks/scienceagentbench/run_infer.py |  17 +-
 evaluation/benchmarks/swe_bench/eval_infer.py |  38 +-
 ...rinceton-nlp__SWE-bench_Verified-test.json |   1 -
 evaluation/benchmarks/swe_bench/run_infer.py  |  49 +-
 .../benchmarks/the_agent_company/run_infer.py |  15 +-
 evaluation/benchmarks/toolqa/run_infer.py     |  11 +-
 .../benchmarks/visualwebarena/run_infer.py    |  41 +-
 evaluation/benchmarks/webarena/run_infer.py   |  35 +-
 evaluation/integration_tests/run_infer.py     |  17 +-
 evaluation/utils/shared.py                    |  17 +-
 openhands/core/config/sandbox_config.py       |   3 +
 openhands/runtime/action_execution_server.py  |  13 +
 .../runtime/impl/docker/docker_runtime.py     |   1 -
 .../runtime/impl/remote/remote_runtime.py     |   5 +
 openhands/runtime/utils/command.py            |  17 +-
 openhands/runtime/utils/memory_monitor.py     |  66 +++
 poetry.lock                                   |  19 +-
 pyproject.toml                                |   2 +
 tests/runtime/test_stress_remote_runtime.py   | 522 +++++++++++++-----
 35 files changed, 686 insertions(+), 418 deletions(-)
 delete mode 100644 evaluation/benchmarks/swe_bench/resource/princeton-nlp__SWE-bench_Verified-test.json
 create mode 100644 openhands/runtime/utils/memory_monitor.py

diff --git a/evaluation/benchmarks/EDA/run_infer.py b/evaluation/benchmarks/EDA/run_infer.py
index 2d65e1943849..f216a86ff8ca 100644
--- a/evaluation/benchmarks/EDA/run_infer.py
+++ b/evaluation/benchmarks/EDA/run_infer.py
@@ -9,6 +9,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -17,7 +18,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -60,17 +60,14 @@ def codeact_user_response_eda(state: State) -> str:
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=False,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/agent_bench/run_infer.py b/evaluation/benchmarks/agent_bench/run_infer.py
index 8c1f08b37798..a78e40239548 100644
--- a/evaluation/benchmarks/agent_bench/run_infer.py
+++ b/evaluation/benchmarks/agent_bench/run_infer.py
@@ -17,6 +17,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -25,7 +26,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -40,21 +40,15 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-slim'
+
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime=os.environ.get('RUNTIME', 'docker'),
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-slim',
-            enable_auto_lint=True,
-            use_host_network=False,
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
-            keep_runtime_alive=False,
-            remote_runtime_init_timeout=3600,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/aider_bench/run_infer.py b/evaluation/benchmarks/aider_bench/run_infer.py
index 8045f948d3f9..ae5faadc098b 100644
--- a/evaluation/benchmarks/aider_bench/run_infer.py
+++ b/evaluation/benchmarks/aider_bench/run_infer.py
@@ -16,6 +16,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -24,7 +25,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     load_from_toml,
     parse_arguments,
@@ -47,22 +47,14 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.11-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime=os.environ.get('RUNTIME', 'docker'),
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.11-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            timeout=100,
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
-            keep_runtime_alive=False,
-            remote_runtime_init_timeout=1800,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/biocoder/run_infer.py b/evaluation/benchmarks/biocoder/run_infer.py
index 20f3dc4870a1..f1c98ed06672 100644
--- a/evaluation/benchmarks/biocoder/run_infer.py
+++ b/evaluation/benchmarks/biocoder/run_infer.py
@@ -14,6 +14,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -22,7 +23,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -57,18 +57,15 @@ def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
     BIOCODER_BENCH_CONTAINER_IMAGE = 'public.ecr.aws/i5g0m1f6/eval_biocoder:v1.0'
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = BIOCODER_BENCH_CONTAINER_IMAGE
 
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image=BIOCODER_BENCH_CONTAINER_IMAGE,
-            enable_auto_lint=True,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/bird/run_infer.py b/evaluation/benchmarks/bird/run_infer.py
index 02d92aa3ee3e..1c56deb9670c 100644
--- a/evaluation/benchmarks/bird/run_infer.py
+++ b/evaluation/benchmarks/bird/run_infer.py
@@ -17,6 +17,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -25,7 +26,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -71,17 +71,15 @@ def codeact_user_response(state: State) -> str:
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
+
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/browsing_delegation/run_infer.py b/evaluation/benchmarks/browsing_delegation/run_infer.py
index 164e117e26c0..5f3ee99d7437 100644
--- a/evaluation/benchmarks/browsing_delegation/run_infer.py
+++ b/evaluation/benchmarks/browsing_delegation/run_infer.py
@@ -10,6 +10,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -18,7 +19,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -36,17 +36,14 @@ def get_config(
     assert (
         metadata.max_iterations == 1
     ), 'max_iterations must be 1 for browsing delegation evaluation.'
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=False,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         workspace_base=None,
         workspace_mount_path=None,
     )
diff --git a/evaluation/benchmarks/commit0_bench/run_infer.py b/evaluation/benchmarks/commit0_bench/run_infer.py
index 2e0fc528f7c3..63d394a029d1 100644
--- a/evaluation/benchmarks/commit0_bench/run_infer.py
+++ b/evaluation/benchmarks/commit0_bench/run_infer.py
@@ -15,6 +15,7 @@
     EvalOutput,
     assert_and_raise,
     codeact_user_response,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -25,7 +26,6 @@
 from openhands.core.config import (
     AgentConfig,
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -105,9 +105,7 @@ def get_config(
     instance: pd.Series,
     metadata: EvalMetadata,
 ) -> AppConfig:
-    # COMMIT0_CONTAINER_IMAGE = 'wentingzhao/'
     assert USE_INSTANCE_IMAGE
-    # We use a different instance image for the each instance of commit0 eval
     repo_name = instance['repo'].split('/')[1]
     base_container_image = get_instance_docker_image(repo_name)
     logger.info(
@@ -115,28 +113,16 @@ def get_config(
         f'Please make sure this image exists. '
         f'Submit an issue on https://github.com/All-Hands-AI/OpenHands if you run into any issues.'
     )
-    # else:
-    #     raise
-    # base_container_image = SWE_BENCH_CONTAINER_IMAGE
-    # logger.info(f'Using swe-bench container image: {base_container_image}')
+
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = base_container_image
 
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         max_iterations=metadata.max_iterations,
         runtime=os.environ.get('RUNTIME', 'docker'),
-        sandbox=SandboxConfig(
-            base_container_image=base_container_image,
-            enable_auto_lint=True,
-            use_host_network=False,
-            # large enough timeout, since some testcases take very long to run
-            timeout=300,
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
-            keep_runtime_alive=False,
-            remote_runtime_init_timeout=3600,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/discoverybench/run_infer.py b/evaluation/benchmarks/discoverybench/run_infer.py
index fc5d74b13554..d91d01194d83 100644
--- a/evaluation/benchmarks/discoverybench/run_infer.py
+++ b/evaluation/benchmarks/discoverybench/run_infer.py
@@ -16,6 +16,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -25,7 +26,6 @@
 from openhands.core.config import (
     AgentConfig,
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -62,17 +62,14 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/gaia/run_infer.py b/evaluation/benchmarks/gaia/run_infer.py
index 2fdab0b2927a..e63026e813e4 100644
--- a/evaluation/benchmarks/gaia/run_infer.py
+++ b/evaluation/benchmarks/gaia/run_infer.py
@@ -13,6 +13,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -21,7 +22,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -48,17 +48,14 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/gorilla/run_infer.py b/evaluation/benchmarks/gorilla/run_infer.py
index d107151fc537..e856fa267c03 100644
--- a/evaluation/benchmarks/gorilla/run_infer.py
+++ b/evaluation/benchmarks/gorilla/run_infer.py
@@ -11,6 +11,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -19,7 +20,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -40,17 +40,14 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/gpqa/run_infer.py b/evaluation/benchmarks/gpqa/run_infer.py
index b92a30b8590f..e297e3fb9ed5 100644
--- a/evaluation/benchmarks/gpqa/run_infer.py
+++ b/evaluation/benchmarks/gpqa/run_infer.py
@@ -29,6 +29,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -37,7 +38,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -61,17 +61,14 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/humanevalfix/run_infer.py b/evaluation/benchmarks/humanevalfix/run_infer.py
index c2cccf90c732..fbf88859b6af 100644
--- a/evaluation/benchmarks/humanevalfix/run_infer.py
+++ b/evaluation/benchmarks/humanevalfix/run_infer.py
@@ -22,6 +22,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -30,7 +31,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -82,17 +82,14 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/logic_reasoning/run_infer.py b/evaluation/benchmarks/logic_reasoning/run_infer.py
index e37c5b4ab053..fac82f29f510 100644
--- a/evaluation/benchmarks/logic_reasoning/run_infer.py
+++ b/evaluation/benchmarks/logic_reasoning/run_infer.py
@@ -9,6 +9,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -17,7 +18,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -45,18 +45,18 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'xingyaoww/od-eval-logic-reasoning:v1.0'
+    sandbox_config.runtime_extra_deps = (
+        '$OH_INTERPRETER_PATH -m pip install scitools-pyke'
+    )
+
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='xingyaoww/od-eval-logic-reasoning:v1.0',
-            enable_auto_lint=True,
-            use_host_network=False,
-            runtime_extra_deps='$OH_INTERPRETER_PATH -m pip install scitools-pyke',
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/miniwob/run_infer.py b/evaluation/benchmarks/miniwob/run_infer.py
index 023cbe9cab8b..55e510818a80 100644
--- a/evaluation/benchmarks/miniwob/run_infer.py
+++ b/evaluation/benchmarks/miniwob/run_infer.py
@@ -12,6 +12,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -21,7 +22,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -55,23 +55,14 @@ def get_config(
     metadata: EvalMetadata,
     env_id: str,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'xingyaoww/od-eval-miniwob:v1.0'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime=os.environ.get('RUNTIME', 'docker'),
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='xingyaoww/od-eval-miniwob:v1.0',
-            enable_auto_lint=True,
-            use_host_network=False,
-            browsergym_eval_env=env_id,
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
-            remote_runtime_init_timeout=1800,
-            keep_runtime_alive=False,
-            timeout=120,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/mint/run_infer.py b/evaluation/benchmarks/mint/run_infer.py
index 4c356f26d944..bd1a394332c9 100644
--- a/evaluation/benchmarks/mint/run_infer.py
+++ b/evaluation/benchmarks/mint/run_infer.py
@@ -14,6 +14,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -22,7 +23,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -103,18 +103,18 @@ def load_incontext_example(task_name: str, with_tool: bool = True):
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'xingyaoww/od-eval-mint:v1.0'
+    sandbox_config.runtime_extra_deps = (
+        f'$OH_INTERPRETER_PATH -m pip install {" ".join(MINT_DEPENDENCIES)}'
+    )
+
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='xingyaoww/od-eval-mint:v1.0',
-            enable_auto_lint=True,
-            use_host_network=False,
-            runtime_extra_deps=f'$OH_INTERPRETER_PATH -m pip install {" ".join(MINT_DEPENDENCIES)}',
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/ml_bench/run_infer.py b/evaluation/benchmarks/ml_bench/run_infer.py
index c2fcc1ae3e26..5eff173b4600 100644
--- a/evaluation/benchmarks/ml_bench/run_infer.py
+++ b/evaluation/benchmarks/ml_bench/run_infer.py
@@ -25,6 +25,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -33,7 +34,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
     load_app_config,
@@ -77,16 +77,14 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'public.ecr.aws/i5g0m1f6/ml-bench'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='public.ecr.aws/i5g0m1f6/ml-bench',
-            enable_auto_lint=True,
-            use_host_network=False,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/scienceagentbench/run_infer.py b/evaluation/benchmarks/scienceagentbench/run_infer.py
index 09619fb718a6..fe0cd7ef3a00 100644
--- a/evaluation/benchmarks/scienceagentbench/run_infer.py
+++ b/evaluation/benchmarks/scienceagentbench/run_infer.py
@@ -11,6 +11,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -20,7 +21,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -59,22 +59,17 @@ def get_config(
     metadata: EvalMetadata,
     instance_id: str,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = (
+        'docker.io/xingyaoww/openhands-eval-scienceagentbench'
+    )
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime=os.environ.get('RUNTIME', 'docker'),
         max_budget_per_task=4,
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='docker.io/xingyaoww/openhands-eval-scienceagentbench',
-            enable_auto_lint=True,
-            use_host_network=False,
-            timeout=300,
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
-            keep_runtime_alive=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/swe_bench/eval_infer.py b/evaluation/benchmarks/swe_bench/eval_infer.py
index be18a36e9ab6..d5d2a81857c6 100644
--- a/evaluation/benchmarks/swe_bench/eval_infer.py
+++ b/evaluation/benchmarks/swe_bench/eval_infer.py
@@ -1,5 +1,6 @@
 import json
 import os
+import subprocess
 import tempfile
 import time
 from functools import partial
@@ -21,13 +22,14 @@
 from evaluation.utils.shared import (
     EvalMetadata,
     EvalOutput,
+    get_default_sandbox_config_for_eval,
     prepare_dataset,
     reset_logger_for_multiprocessing,
     run_evaluation,
 )
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
+    LLMConfig,
     get_parser,
 )
 from openhands.core.logger import openhands_logger as logger
@@ -79,22 +81,16 @@ def get_config(metadata: EvalMetadata, instance: pd.Series) -> AppConfig:
         f'Please make sure this image exists. '
         f'Submit an issue on https://github.com/All-Hands-AI/OpenHands if you run into any issues.'
     )
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = base_container_image
+    sandbox_config.remote_runtime_resource_factor = get_instance_resource_factor(
+        dataset_name=metadata.dataset,
+        instance_id=instance['instance_id'],
+    )
     config = AppConfig(
         run_as_openhands=False,
         runtime=os.environ.get('RUNTIME', 'docker'),
-        sandbox=SandboxConfig(
-            base_container_image=base_container_image,
-            use_host_network=False,
-            # large enough timeout, since some testcases take very long to run
-            timeout=600,
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
-            remote_runtime_init_timeout=3600,
-            remote_runtime_resource_factor=get_instance_resource_factor(
-                dataset_name=metadata.dataset,
-                instance_id=instance['instance_id'],
-            ),
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
@@ -415,13 +411,17 @@ def process_instance(
     else:
         # Initialize with a dummy metadata when file doesn't exist
         metadata = EvalMetadata(
-            agent_class="dummy_agent",  # Placeholder agent class
-            llm_config=LLMConfig(model="dummy_model"),  # Minimal LLM config
+            agent_class='dummy_agent',  # Placeholder agent class
+            llm_config=LLMConfig(model='dummy_model'),  # Minimal LLM config
             max_iterations=1,  # Minimal iterations
-            eval_output_dir=os.path.dirname(args.input_file),  # Use input file dir as output dir
+            eval_output_dir=os.path.dirname(
+                args.input_file
+            ),  # Use input file dir as output dir
             start_time=time.strftime('%Y-%m-%d %H:%M:%S'),  # Current time
-            git_commit=subprocess.check_output(['git', 'rev-parse', 'HEAD']).decode('utf-8').strip(),  # Current commit
-            dataset=args.dataset  # Dataset name from args
+            git_commit=subprocess.check_output(['git', 'rev-parse', 'HEAD'])
+            .decode('utf-8')
+            .strip(),  # Current commit
+            dataset=args.dataset,  # Dataset name from args
         )
 
     # The evaluation harness constrains the signature of `process_instance_func` but we need to
diff --git a/evaluation/benchmarks/swe_bench/resource/princeton-nlp__SWE-bench_Verified-test.json b/evaluation/benchmarks/swe_bench/resource/princeton-nlp__SWE-bench_Verified-test.json
deleted file mode 100644
index 161ab736da08..000000000000
--- a/evaluation/benchmarks/swe_bench/resource/princeton-nlp__SWE-bench_Verified-test.json
+++ /dev/null
@@ -1 +0,0 @@
-{"pydata__xarray-6721": 8, "pytest-dev__pytest-7236": 8, "matplotlib__matplotlib-24627": 4, "django__django-15561": 4, "django__django-15098": 4, "django__django-14771": 4, "sympy__sympy-21612": 4, "sympy__sympy-15345": 4, "psf__requests-5414": 4, "astropy__astropy-14508": 2, "django__django-11451": 2, "django__django-11477": 2, "django__django-10880": 2, "django__django-11163": 2, "django__django-11815": 2, "astropy__astropy-14369": 2, "django__django-10097": 2, "django__django-10554": 2, "django__django-12304": 2, "django__django-12325": 2, "django__django-11551": 2, "django__django-11734": 2, "django__django-13109": 2, "django__django-13089": 2, "django__django-13343": 2, "django__django-13363": 2, "django__django-13809": 2, "django__django-13810": 2, "django__django-13786": 2, "django__django-13807": 2, "django__django-14493": 2, "django__django-11820": 2, "django__django-11951": 2, "django__django-11964": 2, "astropy__astropy-14309": 2, "astropy__astropy-14365": 2, "astropy__astropy-12907": 2, "astropy__astropy-14182": 2, "django__django-15161": 2, "django__django-15128": 2, "django__django-14999": 2, "django__django-14915": 2, "django__django-14752": 2, "django__django-14765": 2, "django__django-14089": 2, "django__django-15252": 2, "django__django-15380": 2, "django__django-15382": 2, "django__django-15499": 2, "django__django-15467": 2, "django__django-15280": 2, "django__django-15315": 2, "django__django-15277": 2, "django__django-15268": 2, "django__django-15629": 2, "django__django-15695": 2, "django__django-15732": 2, "django__django-15863": 2, "django__django-16082": 2, "django__django-16145": 2, "django__django-16256": 2, "django__django-16429": 2, "django__django-16454": 2, "django__django-16493": 2, "matplotlib__matplotlib-13989": 2, "matplotlib__matplotlib-20488": 2, "django__django-15503": 2, "django__django-15525": 2, "django__django-15375": 2, "django__django-15278": 2, "matplotlib__matplotlib-21568": 2, "matplotlib__matplotlib-20859": 2, "matplotlib__matplotlib-20826": 2, "matplotlib__matplotlib-20676": 2, "matplotlib__matplotlib-23412": 2, "matplotlib__matplotlib-22719": 2, "matplotlib__matplotlib-23299": 2, "matplotlib__matplotlib-22865": 2, "matplotlib__matplotlib-24149": 2, "matplotlib__matplotlib-24177": 2, "matplotlib__matplotlib-24570": 2, "matplotlib__matplotlib-24637": 2, "matplotlib__matplotlib-24970": 2, "matplotlib__matplotlib-23476": 2, "matplotlib__matplotlib-24026": 2, "matplotlib__matplotlib-23314": 2, "matplotlib__matplotlib-25332": 2, "matplotlib__matplotlib-25311": 2, "matplotlib__matplotlib-25122": 2, "matplotlib__matplotlib-25479": 2, "matplotlib__matplotlib-26342": 2, "psf__requests-2317": 2, "matplotlib__matplotlib-25960": 2, "matplotlib__matplotlib-25775": 2, "pydata__xarray-4356": 2, "pydata__xarray-4075": 2, "pydata__xarray-6461": 2, "pydata__xarray-4687": 2, "pydata__xarray-6599": 2, "pylint-dev__pylint-4661": 2, "django__django-15554": 2, "django__django-15563": 2, "pytest-dev__pytest-5262": 2, "pytest-dev__pytest-10081": 2, "scikit-learn__scikit-learn-12973": 2, "scikit-learn__scikit-learn-13124": 2, "scikit-learn__scikit-learn-13779": 2, "scikit-learn__scikit-learn-14141": 2, "scikit-learn__scikit-learn-13439": 2, "scikit-learn__scikit-learn-13496": 2, "scikit-learn__scikit-learn-15100": 2, "scikit-learn__scikit-learn-25102": 2, "scikit-learn__scikit-learn-25232": 2, "scikit-learn__scikit-learn-25747": 2, "scikit-learn__scikit-learn-26323": 2, "scikit-learn__scikit-learn-9288": 2, "scikit-learn__scikit-learn-14496": 2, "scikit-learn__scikit-learn-14629": 2, "sphinx-doc__sphinx-8265": 2, "sphinx-doc__sphinx-8548": 2, "sphinx-doc__sphinx-8593": 2, "sphinx-doc__sphinx-8595": 2, "sphinx-doc__sphinx-8621": 2, "sphinx-doc__sphinx-8638": 2, "sphinx-doc__sphinx-9229": 2, "sphinx-doc__sphinx-9281": 2, "sphinx-doc__sphinx-9461": 2, "sphinx-doc__sphinx-9591": 2, "sphinx-doc__sphinx-9658": 2, "sphinx-doc__sphinx-9673": 2, "sympy__sympy-12096": 2, "sympy__sympy-12481": 2, "sphinx-doc__sphinx-10323": 2, "sphinx-doc__sphinx-7590": 2, "sympy__sympy-13877": 2, "sympy__sympy-12489": 2, "sympy__sympy-15809": 2, "sympy__sympy-14711": 2, "sympy__sympy-16597": 2, "sympy__sympy-16766": 2, "sympy__sympy-16792": 2, "sympy__sympy-15875": 2, "sympy__sympy-17655": 2, "sympy__sympy-18189": 2, "sympy__sympy-18763": 2, "sympy__sympy-19040": 2, "sympy__sympy-19495": 2, "sympy__sympy-19637": 2, "sympy__sympy-19783": 2, "sympy__sympy-17630": 2, "sympy__sympy-20428": 2, "sympy__sympy-20590": 2, "sympy__sympy-20801": 2, "sympy__sympy-21379": 2, "sympy__sympy-21847": 2, "sympy__sympy-22456": 2, "sympy__sympy-22714": 2, "sympy__sympy-22914": 2, "sympy__sympy-23262": 2, "sympy__sympy-23413": 2, "sympy__sympy-23534": 2, "sympy__sympy-24066": 2, "sympy__sympy-24213": 2, "sympy__sympy-24443": 2, "sympy__sympy-24562": 2, "sympy__sympy-24661": 2}
diff --git a/evaluation/benchmarks/swe_bench/run_infer.py b/evaluation/benchmarks/swe_bench/run_infer.py
index 5e3f0e6a5bd7..89fe618a6c34 100644
--- a/evaluation/benchmarks/swe_bench/run_infer.py
+++ b/evaluation/benchmarks/swe_bench/run_infer.py
@@ -18,6 +18,7 @@
     EvalOutput,
     assert_and_raise,
     codeact_user_response,
+    get_default_sandbox_config_for_eval,
     get_metrics,
     is_fatal_evaluation_error,
     make_metadata,
@@ -30,7 +31,6 @@
 from openhands.core.config import (
     AgentConfig,
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -122,30 +122,23 @@ def get_config(
         base_container_image = SWE_BENCH_CONTAINER_IMAGE
         logger.info(f'Using swe-bench container image: {base_container_image}')
 
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = base_container_image
+    sandbox_config.enable_auto_lint = True
+    sandbox_config.use_host_network = False
+    # Add platform to the sandbox config to solve issue 4401
+    sandbox_config.platform = 'linux/amd64'
+    sandbox_config.remote_runtime_resource_factor = get_instance_resource_factor(
+        dataset_name=metadata.dataset,
+        instance_id=instance['instance_id'],
+    )
+
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         max_iterations=metadata.max_iterations,
         runtime=os.environ.get('RUNTIME', 'docker'),
-        sandbox=SandboxConfig(
-            base_container_image=base_container_image,
-            enable_auto_lint=True,
-            use_host_network=False,
-            # large enough timeout, since some testcases take very long to run
-            timeout=300,
-            # Add platform to the sandbox config to solve issue 4401
-            platform='linux/amd64',
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
-            keep_runtime_alive=False,
-            remote_runtime_init_timeout=3600,
-            remote_runtime_api_timeout=120,
-            remote_runtime_resource_factor=get_instance_resource_factor(
-                dataset_name=metadata.dataset,
-                instance_id=instance['instance_id'],
-            ),
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
@@ -331,6 +324,22 @@ def complete_runtime(
     logger.info(action, extra={'msg_type': 'ACTION'})
     obs = runtime.run_action(action)
     logger.info(obs, extra={'msg_type': 'OBSERVATION'})
+
+    if obs.exit_code == -1:
+        # The previous command is still running
+        # We need to kill previous command
+        logger.info('The previous command is still running, trying to kill it...')
+        action = CmdRunAction(command='C-c')
+        obs = runtime.run_action(action)
+        logger.info(obs, extra={'msg_type': 'OBSERVATION'})
+
+        # Then run the command again
+        action = CmdRunAction(command=f'cd /workspace/{workspace_dir_name}')
+        action.set_hard_timeout(600)
+        logger.info(action, extra={'msg_type': 'ACTION'})
+        obs = runtime.run_action(action)
+        logger.info(obs, extra={'msg_type': 'OBSERVATION'})
+
     assert_and_raise(
         isinstance(obs, CmdOutputObservation) and obs.exit_code == 0,
         f'Failed to cd to /workspace/{workspace_dir_name}: {str(obs)}',
diff --git a/evaluation/benchmarks/the_agent_company/run_infer.py b/evaluation/benchmarks/the_agent_company/run_infer.py
index 84fb057ec791..43047fc17f8a 100644
--- a/evaluation/benchmarks/the_agent_company/run_infer.py
+++ b/evaluation/benchmarks/the_agent_company/run_infer.py
@@ -13,11 +13,11 @@
 import yaml
 from browsing import pre_login
 
+from evaluation.utils.shared import get_default_sandbox_config_for_eval
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
     LLMConfig,
-    SandboxConfig,
     get_agent_config_arg,
     get_llm_config_arg,
     get_parser,
@@ -38,6 +38,8 @@ def get_config(
     llm_config: LLMConfig,
     agent_config: AgentConfig | None,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = base_container_image
     config = AppConfig(
         run_as_openhands=False,
         max_budget_per_task=4,
@@ -45,16 +47,7 @@ def get_config(
         save_trajectory_path=os.path.join(
             mount_path_on_host, f'traj_{task_short_name}.json'
         ),
-        sandbox=SandboxConfig(
-            base_container_image=base_container_image,
-            enable_auto_lint=True,
-            # using host network to access the host machine from the container
-            use_host_network=True,
-            # large enough timeout, since some testcases take very long to run
-            timeout=300,
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # we mount trajectories path so that trajectories, generated by OpenHands
         # controller, can be accessible to the evaluator file in the runtime container
         workspace_mount_path=mount_path_on_host,
diff --git a/evaluation/benchmarks/toolqa/run_infer.py b/evaluation/benchmarks/toolqa/run_infer.py
index 45b9febed27b..2fc670e568c6 100644
--- a/evaluation/benchmarks/toolqa/run_infer.py
+++ b/evaluation/benchmarks/toolqa/run_infer.py
@@ -10,6 +10,7 @@
     EvalOutput,
     codeact_user_response,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -18,7 +19,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     get_parser,
 )
@@ -41,17 +41,14 @@
 def get_config(
     metadata: EvalMetadata,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/visualwebarena/run_infer.py b/evaluation/benchmarks/visualwebarena/run_infer.py
index 8986d3ab8fff..69656e610b02 100644
--- a/evaluation/benchmarks/visualwebarena/run_infer.py
+++ b/evaluation/benchmarks/visualwebarena/run_infer.py
@@ -11,6 +11,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -20,7 +21,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -55,32 +55,29 @@ def get_config(
     assert base_url is not None, 'VISUALWEBARENA_BASE_URL must be set'
     assert openai_api_key is not None, 'OPENAI_API_KEY must be set'
     assert openai_base_url is not None, 'OPENAI_BASE_URL must be set'
+
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
+    sandbox_config.browsergym_eval_env = env_id
+    sandbox_config.runtime_startup_env_vars = {
+        'BASE_URL': base_url,
+        'OPENAI_API_KEY': openai_api_key,
+        'OPENAI_BASE_URL': openai_base_url,
+        'VWA_CLASSIFIEDS': f'{base_url}:9980',
+        'VWA_CLASSIFIEDS_RESET_TOKEN': '4b61655535e7ed388f0d40a93600254c',
+        'VWA_SHOPPING': f'{base_url}:7770',
+        'VWA_SHOPPING_ADMIN': f'{base_url}:7780/admin',
+        'VWA_REDDIT': f'{base_url}:9999',
+        'VWA_GITLAB': f'{base_url}:8023',
+        'VWA_WIKIPEDIA': f'{base_url}:8888',
+        'VWA_HOMEPAGE': f'{base_url}:4399',
+    }
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            browsergym_eval_env=env_id,
-            runtime_startup_env_vars={
-                'BASE_URL': base_url,
-                'OPENAI_API_KEY': openai_api_key,
-                'OPENAI_BASE_URL': openai_base_url,
-                'VWA_CLASSIFIEDS': f'{base_url}:9980',
-                'VWA_CLASSIFIEDS_RESET_TOKEN': '4b61655535e7ed388f0d40a93600254c',
-                'VWA_SHOPPING': f'{base_url}:7770',
-                'VWA_SHOPPING_ADMIN': f'{base_url}:7780/admin',
-                'VWA_REDDIT': f'{base_url}:9999',
-                'VWA_GITLAB': f'{base_url}:8023',
-                'VWA_WIKIPEDIA': f'{base_url}:8888',
-                'VWA_HOMEPAGE': f'{base_url}:4399',
-            },
-            timeout=300,
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/benchmarks/webarena/run_infer.py b/evaluation/benchmarks/webarena/run_infer.py
index ad846190d8fe..a9b251b90ae5 100644
--- a/evaluation/benchmarks/webarena/run_infer.py
+++ b/evaluation/benchmarks/webarena/run_infer.py
@@ -11,6 +11,7 @@
     EvalMetadata,
     EvalOutput,
     compatibility_for_eval_history_pairs,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -19,7 +20,6 @@
 from openhands.controller.state.state import State
 from openhands.core.config import (
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -50,29 +50,26 @@ def get_config(
     assert base_url is not None, 'WEBARENA_BASE_URL must be set'
     assert openai_api_key is not None, 'OPENAI_API_KEY must be set'
 
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.base_container_image = 'python:3.12-bookworm'
+    sandbox_config.browsergym_eval_env = env_id
+    sandbox_config.runtime_startup_env_vars = {
+        'BASE_URL': base_url,
+        'OPENAI_API_KEY': openai_api_key,
+        'SHOPPING': f'{base_url}:7770/',
+        'SHOPPING_ADMIN': f'{base_url}:7780/admin',
+        'REDDIT': f'{base_url}:9999',
+        'GITLAB': f'{base_url}:8023',
+        'WIKIPEDIA': f'{base_url}:8888/wikipedia_en_all_maxi_2022-05/A/User:The_other_Kiwix_guy/Landing',
+        'MAP': f'{base_url}:3000',
+        'HOMEPAGE': f'{base_url}:4399',
+    }
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime='docker',
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            base_container_image='python:3.12-bookworm',
-            enable_auto_lint=True,
-            use_host_network=False,
-            browsergym_eval_env=env_id,
-            runtime_startup_env_vars={
-                'BASE_URL': base_url,
-                'OPENAI_API_KEY': openai_api_key,
-                'SHOPPING': f'{base_url}:7770/',
-                'SHOPPING_ADMIN': f'{base_url}:7780/admin',
-                'REDDIT': f'{base_url}:9999',
-                'GITLAB': f'{base_url}:8023',
-                'WIKIPEDIA': f'{base_url}:8888/wikipedia_en_all_maxi_2022-05/A/User:The_other_Kiwix_guy/Landing',
-                'MAP': f'{base_url}:3000',
-                'HOMEPAGE': f'{base_url}:4399',
-            },
-            remote_runtime_enable_retries=True,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/integration_tests/run_infer.py b/evaluation/integration_tests/run_infer.py
index f240d2e2333d..d215b0599bf0 100644
--- a/evaluation/integration_tests/run_infer.py
+++ b/evaluation/integration_tests/run_infer.py
@@ -8,6 +8,7 @@
 from evaluation.utils.shared import (
     EvalMetadata,
     EvalOutput,
+    get_default_sandbox_config_for_eval,
     make_metadata,
     prepare_dataset,
     reset_logger_for_multiprocessing,
@@ -21,7 +22,6 @@
 from openhands.core.config import (
     AgentConfig,
     AppConfig,
-    SandboxConfig,
     get_llm_config_arg,
     parse_arguments,
 )
@@ -43,23 +43,14 @@ def get_config(
     metadata: EvalMetadata,
     instance_id: str,
 ) -> AppConfig:
+    sandbox_config = get_default_sandbox_config_for_eval()
+    sandbox_config.platform = 'linux/amd64'
     config = AppConfig(
         default_agent=metadata.agent_class,
         run_as_openhands=False,
         runtime=os.environ.get('RUNTIME', 'docker'),
         max_iterations=metadata.max_iterations,
-        sandbox=SandboxConfig(
-            # use default base_container_image
-            enable_auto_lint=True,
-            use_host_network=False,
-            timeout=300,
-            # Add platform to the sandbox config to solve issue 4401
-            platform='linux/amd64',
-            api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
-            keep_runtime_alive=False,
-            remote_runtime_init_timeout=3600,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=None,
         workspace_mount_path=None,
diff --git a/evaluation/utils/shared.py b/evaluation/utils/shared.py
index 7035d56e41ef..566fbbd71bb3 100644
--- a/evaluation/utils/shared.py
+++ b/evaluation/utils/shared.py
@@ -16,7 +16,7 @@
 from tqdm import tqdm
 
 from openhands.controller.state.state import State
-from openhands.core.config import LLMConfig
+from openhands.core.config import LLMConfig, SandboxConfig
 from openhands.core.config.agent_config import AgentConfig
 from openhands.core.config.condenser_config import (
     CondenserConfig,
@@ -555,3 +555,18 @@ def get_metrics(state: State) -> dict[str, Any]:
     metrics = state.metrics.get() if state.metrics else {}
     metrics['condenser'] = get_condensation_metadata(state)
     return metrics
+
+
+def get_default_sandbox_config_for_eval() -> SandboxConfig:
+    return SandboxConfig(
+        use_host_network=False,
+        # large enough timeout, since some testcases take very long to run
+        timeout=300,
+        api_key=os.environ.get('ALLHANDS_API_KEY', None),
+        remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
+        keep_runtime_alive=False,
+        remote_runtime_init_timeout=3600,
+        remote_runtime_api_timeout=120,
+        remote_runtime_enable_retries=True,
+        remote_runtime_class='sysbox',
+    )
diff --git a/openhands/core/config/sandbox_config.py b/openhands/core/config/sandbox_config.py
index 12edbbd4d99a..7c1b1adaba64 100644
--- a/openhands/core/config/sandbox_config.py
+++ b/openhands/core/config/sandbox_config.py
@@ -52,6 +52,9 @@ class SandboxConfig(BaseModel):
     remote_runtime_init_timeout: int = Field(default=180)
     remote_runtime_api_timeout: int = Field(default=10)
     remote_runtime_enable_retries: bool = Field(default=False)
+    remote_runtime_class: str | None = Field(
+        default='sysbox'
+    )  # can be "None" (default to gvisor) or "sysbox" (support docker inside runtime + more stable)
     enable_auto_lint: bool = Field(
         default=False  # once enabled, OpenHands would lint files after editing
     )
diff --git a/openhands/runtime/action_execution_server.py b/openhands/runtime/action_execution_server.py
index 536a6a6ed82d..d9ee74c4293a 100644
--- a/openhands/runtime/action_execution_server.py
+++ b/openhands/runtime/action_execution_server.py
@@ -57,6 +57,7 @@
 from openhands.runtime.plugins import ALL_PLUGINS, JupyterPlugin, Plugin, VSCodePlugin
 from openhands.runtime.utils.bash import BashSession
 from openhands.runtime.utils.files import insert_lines, read_lines
+from openhands.runtime.utils.memory_monitor import MemoryMonitor
 from openhands.runtime.utils.runtime_init import init_user_and_working_directory
 from openhands.runtime.utils.system_stats import get_system_stats
 from openhands.utils.async_utils import call_sync_from_async, wait_all
@@ -171,12 +172,19 @@ def __init__(
         else:
             logger.info('No max memory limit set, using all available system memory')
 
+        self.memory_monitor = MemoryMonitor(
+            enable=os.environ.get('RUNTIME_MEMORY_MONITOR', 'False').lower()
+            in ['true', '1', 'yes']
+        )
+        self.memory_monitor.start_monitoring()
+
     @property
     def initial_cwd(self):
         return self._initial_cwd
 
     async def ainit(self):
         # bash needs to be initialized first
+        logger.debug('Initializing bash session')
         self.bash_session = BashSession(
             work_dir=self._initial_cwd,
             username=self.username,
@@ -186,15 +194,18 @@ async def ainit(self):
             max_memory_mb=self.max_memory_gb * 1024 if self.max_memory_gb else None,
         )
         self.bash_session.initialize()
+        logger.debug('Bash session initialized')
 
         await wait_all(
             (self._init_plugin(plugin) for plugin in self.plugins_to_load),
             timeout=30,
         )
+        logger.debug('All plugins initialized')
 
         # This is a temporary workaround
         # TODO: refactor AgentSkills to be part of JupyterPlugin
         # AFTER ServerRuntime is deprecated
+        logger.debug('Initializing AgentSkills')
         if 'agent_skills' in self.plugins and 'jupyter' in self.plugins:
             obs = await self.run_ipython(
                 IPythonRunCellAction(
@@ -203,6 +214,7 @@ async def ainit(self):
             )
             logger.debug(f'AgentSkills initialized: {obs}')
 
+        logger.debug('Initializing bash commands')
         await self._init_bash_commands()
         logger.debug('Runtime client initialized.')
         self._initialized = True
@@ -447,6 +459,7 @@ async def browse_interactive(self, action: BrowseInteractiveAction) -> Observati
         return await browse(action, self.browser)
 
     def close(self):
+        self.memory_monitor.stop_monitoring()
         if self.bash_session is not None:
             self.bash_session.close()
         self.browser.close()
diff --git a/openhands/runtime/impl/docker/docker_runtime.py b/openhands/runtime/impl/docker/docker_runtime.py
index b2c5e980226e..b1a9caa8cf7f 100644
--- a/openhands/runtime/impl/docker/docker_runtime.py
+++ b/openhands/runtime/impl/docker/docker_runtime.py
@@ -255,7 +255,6 @@ def _init_container(self):
             server_port=self._container_port,
             plugins=self.plugins,
             app_config=self.config,
-            use_nice_for_root=False,
         )
 
         try:
diff --git a/openhands/runtime/impl/remote/remote_runtime.py b/openhands/runtime/impl/remote/remote_runtime.py
index 0340f7d0a088..70e4217e4718 100644
--- a/openhands/runtime/impl/remote/remote_runtime.py
+++ b/openhands/runtime/impl/remote/remote_runtime.py
@@ -75,6 +75,8 @@ def __init__(
                 'remote_runtime_api_url is required in the remote runtime.'
             )
 
+        assert self.config.sandbox.remote_runtime_class in (None, 'sysbox', 'gvisor')
+
         self.runtime_builder = RemoteRuntimeBuilder(
             self.config.sandbox.remote_runtime_api_url,
             self.config.sandbox.api_key,
@@ -225,6 +227,9 @@ def _start_runtime(self):
             'session_id': self.sid,
             'resource_factor': self.config.sandbox.remote_runtime_resource_factor,
         }
+        if self.config.sandbox.remote_runtime_class == 'sysbox':
+            start_request['runtime_class'] = 'sysbox-runc'
+        # We ignore other runtime classes for now, because both None and 'gvisor' map to 'gvisor'
 
         # Start the sandbox using the /start endpoint
         try:
diff --git a/openhands/runtime/utils/command.py b/openhands/runtime/utils/command.py
index 17458c1f3ee0..871ae22b55fa 100644
--- a/openhands/runtime/utils/command.py
+++ b/openhands/runtime/utils/command.py
@@ -16,7 +16,6 @@ def get_action_execution_server_startup_command(
     plugins: list[PluginRequirement],
     app_config: AppConfig,
     python_prefix: list[str] = DEFAULT_PYTHON_PREFIX,
-    use_nice_for_root: bool = True,
     override_user_id: int | None = None,
     override_username: str | None = None,
 ):
@@ -40,7 +39,6 @@ def get_action_execution_server_startup_command(
     user_id = override_user_id or (
         sandbox_config.user_id if app_config.run_as_openhands else 0
     )
-    is_root = bool(username == 'root')
 
     base_cmd = [
         *python_prefix,
@@ -59,17 +57,4 @@ def get_action_execution_server_startup_command(
         *browsergym_args,
     ]
 
-    if is_root and use_nice_for_root:
-        # If running as root, set highest priority and lowest OOM score
-        cmd_str = ' '.join(base_cmd)
-        return [
-            'nice',
-            '-n',
-            '-20',  # Highest priority
-            'sh',
-            '-c',
-            f'echo -1000 > /proc/self/oom_score_adj && exec {cmd_str}',
-        ]
-    else:
-        # If not root OR not using nice for root, run with normal priority
-        return base_cmd
+    return base_cmd
diff --git a/openhands/runtime/utils/memory_monitor.py b/openhands/runtime/utils/memory_monitor.py
new file mode 100644
index 000000000000..b7cf0492042f
--- /dev/null
+++ b/openhands/runtime/utils/memory_monitor.py
@@ -0,0 +1,66 @@
+"""Memory monitoring utilities for the runtime."""
+
+import threading
+
+from memory_profiler import memory_usage
+
+from openhands.core.logger import openhands_logger as logger
+
+
+class LogStream:
+    """Stream-like object that redirects writes to a logger."""
+
+    def write(self, message):
+        if message and not message.isspace():
+            logger.info(f'[Memory usage] {message.strip()}')
+
+    def flush(self):
+        pass
+
+
+class MemoryMonitor:
+    def __init__(self, enable: bool = False):
+        """Memory monitor for the runtime."""
+        self._monitoring_thread: threading.Thread | None = None
+        self._stop_monitoring = threading.Event()
+        self.log_stream = LogStream()
+        self.enable = enable
+
+    def start_monitoring(self):
+        """Start monitoring memory usage."""
+        if not self.enable:
+            return
+
+        if self._monitoring_thread is not None:
+            return
+
+        def monitor_process():
+            try:
+                # Use memory_usage's built-in monitoring loop
+                mem_usage = memory_usage(
+                    -1,  # Monitor current process
+                    interval=0.1,  # Check every second
+                    timeout=3600,  # Run indefinitely
+                    max_usage=False,  # Get continuous readings
+                    include_children=True,  # Include child processes
+                    multiprocess=True,  # Monitor all processes
+                    stream=self.log_stream,  # Redirect output to logger
+                    backend='psutil_pss',
+                )
+                logger.info(f'Memory usage across time: {mem_usage}')
+            except Exception as e:
+                logger.error(f'Memory monitoring failed: {e}')
+
+        self._monitoring_thread = threading.Thread(target=monitor_process, daemon=True)
+        self._monitoring_thread.start()
+        logger.info('Memory monitoring started')
+
+    def stop_monitoring(self):
+        """Stop monitoring memory usage."""
+        if not self.enable:
+            return
+
+        if self._monitoring_thread is not None:
+            self._stop_monitoring.set()
+            self._monitoring_thread = None
+            logger.info('Memory monitoring stopped')
diff --git a/poetry.lock b/poetry.lock
index 4ee064f2c01d..f4136a7da0d6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -4909,6 +4909,21 @@ files = [
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
 
+[[package]]
+name = "memory-profiler"
+version = "0.61.0"
+description = "A module for monitoring memory usage of a python program"
+optional = false
+python-versions = ">=3.5"
+groups = ["main"]
+files = [
+    {file = "memory_profiler-0.61.0-py3-none-any.whl", hash = "sha256:400348e61031e3942ad4d4109d18753b2fb08c2f6fb8290671c5513a34182d84"},
+    {file = "memory_profiler-0.61.0.tar.gz", hash = "sha256:4e5b73d7864a1d1292fb76a03e82a3e78ef934d06828a698d9dada76da2067b0"},
+]
+
+[package.dependencies]
+psutil = "*"
+
 [[package]]
 name = "minio"
 version = "7.2.15"
@@ -10787,4 +10802,4 @@ testing = ["coverage[toml]", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "63c0a6d2f0c382f9e8010ab167df76d3275945acf4fba3da7611d68be8241429"
+content-hash = "a663ed31b71b4307c9f9665a8af4d5fbb8e1a4f0a5a562055df5ec981e5bdc16"
diff --git a/pyproject.toml b/pyproject.toml
index f5afa9d9982a..3257bebd3a13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,9 +71,11 @@ openhands-aci = "^0.2.3"
 python-socketio = "^5.11.4"
 redis = "^5.2.0"
 sse-starlette = "^2.1.3"
+psutil = "*"
 stripe = "^11.5.0"
 ipywidgets = "^8.1.5"
 qtconsole = "^5.6.1"
+memory-profiler = "^0.61.0"
 
 [tool.poetry.group.llama-index.dependencies]
 llama-index = "*"
diff --git a/tests/runtime/test_stress_remote_runtime.py b/tests/runtime/test_stress_remote_runtime.py
index 5c201af8b726..a8412479c402 100644
--- a/tests/runtime/test_stress_remote_runtime.py
+++ b/tests/runtime/test_stress_remote_runtime.py
@@ -1,8 +1,21 @@
-"""Bash-related tests for the DockerRuntime, which connects to the ActionExecutor running in the sandbox."""
+"""Bash-related tests for the DockerRuntime, which connects to the ActionExecutor running in the sandbox.
+
+Example usage:
+
+```bash
+export ALLHANDS_API_KEY="YOUR_API_KEY"
+export RUNTIME=remote
+export SANDBOX_REMOTE_RUNTIME_API_URL="https://runtime.staging.all-hands.dev"
+poetry run pytest -vvxss tests/runtime/test_stress_remote_runtime.py
+```
+
+"""
 
 import asyncio
 import os
 import tempfile
+import time
+from datetime import datetime
 from unittest.mock import MagicMock
 
 import pandas as pd
@@ -30,7 +43,12 @@
 )
 from openhands.core.logger import openhands_logger as logger
 from openhands.core.main import create_runtime, run_controller
-from openhands.events.action import CmdRunAction, MessageAction
+from openhands.events.action import (
+    CmdRunAction,
+    FileEditAction,
+    FileWriteAction,
+    MessageAction,
+)
 from openhands.events.observation import CmdOutputObservation
 from openhands.events.serialization.event import event_to_dict
 from openhands.llm import LLM
@@ -42,20 +60,10 @@
 }
 
 
-def get_config(
-    metadata: EvalMetadata,
-) -> AppConfig:
-    assert (
-        os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL') is not None
-    ), 'SANDBOX_REMOTE_RUNTIME_API_URL must be set.'
-    assert (
-        os.environ.get('ALLHANDS_API_KEY') is not None
-    ), 'ALLHANDS_API_KEY must be set.'
+def get_config() -> AppConfig:
     config = AppConfig(
-        default_agent=metadata.agent_class,
         run_as_openhands=False,
-        max_iterations=metadata.max_iterations,
-        runtime='remote',
+        runtime=os.environ.get('RUNTIME', 'remote'),
         sandbox=SandboxConfig(
             base_container_image='python:3.11-bookworm',
             enable_auto_lint=True,
@@ -63,8 +71,11 @@ def get_config(
             # large enough timeout, since some testcases take very long to run
             timeout=300,
             api_key=os.environ.get('ALLHANDS_API_KEY', None),
-            remote_runtime_api_url=os.environ.get('SANDBOX_REMOTE_RUNTIME_API_URL'),
+            remote_runtime_api_url=os.environ.get(
+                'SANDBOX_REMOTE_RUNTIME_API_URL', None
+            ),
             keep_runtime_alive=False,
+            remote_runtime_resource_factor=1,
         ),
         # do not mount workspace
         workspace_base=None,
@@ -79,131 +90,129 @@ def get_config(
     return config
 
 
-def initialize_runtime(
-    runtime: Runtime,
-):
-    """Initialize the runtime for the agent.
-
-    This function is called before the runtime is used to run the agent.
-    """
-    logger.info('-' * 30)
-    logger.info('BEGIN Runtime Initialization Fn')
-    logger.info('-' * 30)
-    obs: CmdOutputObservation
-
-    action = CmdRunAction(command="""export USER=$(whoami); echo USER=${USER} """)
-    action.set_hard_timeout(600)
-    logger.info(action, extra={'msg_type': 'ACTION'})
-    obs = runtime.run_action(action)
-    logger.info(obs, extra={'msg_type': 'OBSERVATION'})
-    assert_and_raise(obs.exit_code == 0, f'Failed to export USER: {str(obs)}')
-
-    action = CmdRunAction(command='mkdir -p /dummy_dir')
-    action.set_hard_timeout(600)
-    logger.info(action, extra={'msg_type': 'ACTION'})
-    obs = runtime.run_action(action)
-    logger.info(obs, extra={'msg_type': 'OBSERVATION'})
-    assert_and_raise(
-        obs.exit_code == 0,
-        f'Failed to create /dummy_dir: {str(obs)}',
-    )
-
-    with tempfile.TemporaryDirectory() as temp_dir:
-        # Construct the full path for the desired file name within the temporary directory
-        temp_file_path = os.path.join(temp_dir, 'dummy_file')
-        # Write to the file with the desired name within the temporary directory
-        with open(temp_file_path, 'w') as f:
-            f.write('dummy content')
-
-        # Copy the file to the desired location
-        runtime.copy_to(temp_file_path, '/dummy_dir/')
-
-    logger.info('-' * 30)
-    logger.info('END Runtime Initialization Fn')
-    logger.info('-' * 30)
-
-
-def process_instance(
-    instance: pd.Series,
-    metadata: EvalMetadata,
-    reset_logger: bool = True,
-) -> EvalOutput:
-    config = get_config(metadata)
-
-    # Setup the logger properly, so you can run multi-processing to parallelize the evaluation
-    if reset_logger:
-        log_dir = os.path.join(metadata.eval_output_dir, 'infer_logs')
-        reset_logger_for_multiprocessing(logger, instance.instance_id, log_dir)
-    else:
-        logger.info(f'Starting evaluation for instance {instance.instance_id}.')
-
-    runtime = create_runtime(config, headless_mode=False)
-    call_async_from_sync(runtime.connect)
-
-    try:
-        initialize_runtime(runtime)
+@pytest.mark.skipif(
+    TEST_IN_CI,
+    reason='This test should only be run locally, not in CI.',
+)
+def test_stress_remote_runtime_eval(n_eval_workers: int = 64):
+    """Mimic evaluation setting to test remote runtime in a multi-processing setting."""
 
-        instruction = 'dummy instruction'
-        agent = Agent.get_cls(metadata.agent_class)(
-            llm=LLM(config=metadata.llm_config),
-            config=config.get_agent_config(metadata.agent_class),
+    def _initialize_runtime(
+        runtime: Runtime,
+    ):
+        """Initialize the runtime for the agent.
+
+        This function is called before the runtime is used to run the agent.
+        """
+        logger.info('-' * 30)
+        logger.info('BEGIN Runtime Initialization Fn')
+        logger.info('-' * 30)
+        obs: CmdOutputObservation
+
+        action = CmdRunAction(command="""export USER=$(whoami); echo USER=${USER} """)
+        action.set_hard_timeout(600)
+        logger.info(action, extra={'msg_type': 'ACTION'})
+        obs = runtime.run_action(action)
+        logger.info(obs, extra={'msg_type': 'OBSERVATION'})
+        assert_and_raise(obs.exit_code == 0, f'Failed to export USER: {str(obs)}')
+
+        action = CmdRunAction(command='mkdir -p /dummy_dir')
+        action.set_hard_timeout(600)
+        logger.info(action, extra={'msg_type': 'ACTION'})
+        obs = runtime.run_action(action)
+        logger.info(obs, extra={'msg_type': 'OBSERVATION'})
+        assert_and_raise(
+            obs.exit_code == 0,
+            f'Failed to create /dummy_dir: {str(obs)}',
         )
 
-        def next_command(*args, **kwargs):
-            return CmdRunAction(command='ls -lah')
-
-        agent.step = MagicMock(side_effect=next_command)
-
-        # Here's how you can run the agent (similar to the `main` function) and get the final task state
-        state: State | None = asyncio.run(
-            run_controller(
-                config=config,
-                initial_user_action=MessageAction(content=instruction),
-                runtime=runtime,
-                fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN[
-                    metadata.agent_class
-                ],
-                agent=agent,
+        with tempfile.TemporaryDirectory() as temp_dir:
+            # Construct the full path for the desired file name within the temporary directory
+            temp_file_path = os.path.join(temp_dir, 'dummy_file')
+            # Write to the file with the desired name within the temporary directory
+            with open(temp_file_path, 'w') as f:
+                f.write('dummy content')
+
+            # Copy the file to the desired location
+            runtime.copy_to(temp_file_path, '/dummy_dir/')
+
+        logger.info('-' * 30)
+        logger.info('END Runtime Initialization Fn')
+        logger.info('-' * 30)
+
+    def _process_instance(
+        instance: pd.Series,
+        metadata: EvalMetadata,
+        reset_logger: bool = True,
+    ) -> EvalOutput:
+        config = get_config()
+
+        # Setup the logger properly, so you can run multi-processing to parallelize the evaluation
+        if reset_logger:
+            log_dir = os.path.join(metadata.eval_output_dir, 'infer_logs')
+            reset_logger_for_multiprocessing(logger, instance.instance_id, log_dir)
+        else:
+            logger.info(f'Starting evaluation for instance {instance.instance_id}.')
+
+        runtime = create_runtime(config, headless_mode=True)
+        call_async_from_sync(runtime.connect)
+
+        try:
+            _initialize_runtime(runtime)
+
+            instruction = 'dummy instruction'
+            agent = Agent.get_cls(metadata.agent_class)(
+                llm=LLM(config=metadata.llm_config),
+                config=config.get_agent_config(metadata.agent_class),
             )
-        )
-
-        # if fatal error, throw EvalError to trigger re-run
-        if (
-            state.last_error
-            and 'fatal error during agent execution' in state.last_error
-            and 'stuck in a loop' not in state.last_error
-        ):
-            raise EvalException('Fatal error detected: ' + state.last_error)
-
-    finally:
-        runtime.close()
-
-    test_result = {}
-    if state is None:
-        raise ValueError('State should not be None.')
-    histories = [event_to_dict(event) for event in state.history]
-    metrics = state.metrics.get() if state.metrics else None
-
-    # Save the output
-    output = EvalOutput(
-        instance_id=instance.instance_id,
-        instruction=instruction,
-        instance=instance.to_dict(),  # SWE Bench specific
-        test_result=test_result,
-        metadata=metadata,
-        history=histories,
-        metrics=metrics,
-        error=state.last_error if state and state.last_error else None,
-    )
-    return output
 
+            def next_command(*args, **kwargs):
+                return CmdRunAction(command='ls -lah')
+
+            agent.step = MagicMock(side_effect=next_command)
+
+            # Here's how you can run the agent (similar to the `main` function) and get the final task state
+            state: State | None = asyncio.run(
+                run_controller(
+                    config=config,
+                    initial_user_action=MessageAction(content=instruction),
+                    runtime=runtime,
+                    fake_user_response_fn=AGENT_CLS_TO_FAKE_USER_RESPONSE_FN[
+                        metadata.agent_class
+                    ],
+                    agent=agent,
+                )
+            )
 
-@pytest.mark.skipif(
-    TEST_IN_CI,
-    reason='This test should only be run locally, not in CI.',
-)
-def test_stress_remote_runtime(n_eval_workers: int = 64):
-    """Mimic evaluation setting to test remote runtime in a multi-processing setting."""
+            # if fatal error, throw EvalError to trigger re-run
+            if (
+                state.last_error
+                and 'fatal error during agent execution' in state.last_error
+                and 'stuck in a loop' not in state.last_error
+            ):
+                raise EvalException('Fatal error detected: ' + state.last_error)
+
+        finally:
+            runtime.close()
+
+        test_result = {}
+        if state is None:
+            raise ValueError('State should not be None.')
+        histories = [event_to_dict(event) for event in state.history]
+        metrics = state.metrics.get() if state.metrics else None
+
+        # Save the output
+        output = EvalOutput(
+            instance_id=instance.instance_id,
+            instruction=instruction,
+            instance=instance.to_dict(),  # SWE Bench specific
+            test_result=test_result,
+            metadata=metadata,
+            history=histories,
+            metrics=metrics,
+            error=state.last_error if state and state.last_error else None,
+        )
+        return output
 
     llm_config = LLMConfig()
     metadata = make_metadata(
@@ -228,4 +237,247 @@ def test_stress_remote_runtime(n_eval_workers: int = 64):
         dummy_instance, output_file, eval_n_limit=len(dummy_instance)
     )
 
-    run_evaluation(instances, metadata, output_file, n_eval_workers, process_instance)
+    run_evaluation(instances, metadata, output_file, n_eval_workers, _process_instance)
+
+
+@pytest.mark.skipif(
+    TEST_IN_CI,
+    reason='This test should only be run locally, not in CI.',
+)
+def test_stress_remote_runtime_long_output_with_soft_and_hard_timeout():
+    """Stress test for the remote runtime."""
+    config = get_config()
+
+    try:
+        runtime = create_runtime(config, headless_mode=True)
+        call_async_from_sync(runtime.connect)
+        _time_for_test = datetime.now().strftime('%Y-%m-%d_%H-%M-%S')
+
+        # Run a command that generates long output multiple times
+        for i in range(10):
+            start_time = time.time()
+            iteration_stats = {
+                'iteration': i,
+                'timestamp': time.time(),
+            }
+
+            # Check overall system memory usage
+            mem_action = CmdRunAction(
+                'free -k | grep "Mem:" | awk \'{printf "Total: %8.1f MB, Used: %8.1f MB, Free: %8.1f MB, Available: %8.1f MB\\n", $2/1024, $3/1024, $4/1024, $7/1024}\''
+            )
+            mem_obs = runtime.run_action(mem_action)
+            assert mem_obs.exit_code == 0
+            logger.info(
+                f'System memory usage (iteration {i}): {mem_obs.content.strip()}'
+            )
+            # Parse memory values from output
+            mem_parts = mem_obs.content.strip().split(',')
+            for part in mem_parts:
+                key, value = part.strip().split(':')
+                iteration_stats[f'memory_{key.lower()}'] = float(
+                    value.replace('MB', '').strip()
+                )
+
+            # Check top memory-consuming processes
+            mem_action = CmdRunAction(
+                'ps aux | awk \'{printf "%8.1f MB  %s\\n", $6/1024, $0}\' | sort -nr | head -n 5'
+            )
+            mem_obs = runtime.run_action(mem_action)
+            assert mem_obs.exit_code == 0
+            _top_processes = [i.strip() for i in mem_obs.content.strip().split('\n')]
+            logger.info(
+                f'Top 5 memory-consuming processes (iteration {i}):\n{"- " + "\n- ".join(_top_processes)}'
+            )
+            iteration_stats['top_processes'] = _top_processes
+
+            # Check tmux memory usage (in KB)
+            mem_action = CmdRunAction(
+                'ps aux | awk \'{printf "%8.1f MB  %s\\n", $6/1024, $0}\' | sort -nr | grep "/usr/bin/tmux" | grep -v grep | awk \'{print $1}\''
+            )
+            mem_obs = runtime.run_action(mem_action)
+            assert mem_obs.exit_code == 0
+            logger.info(
+                f'Tmux memory usage (iteration {i}): {mem_obs.content.strip()} KB'
+            )
+            try:
+                iteration_stats['tmux_memory_mb'] = float(mem_obs.content.strip())
+            except (ValueError, AttributeError):
+                iteration_stats['tmux_memory_mb'] = None
+
+            # Check action_execution_server mem
+            mem_action = CmdRunAction(
+                'ps aux | awk \'{printf "%8.1f MB  %s\\n", $6/1024, $0}\' | sort -nr | grep "action_execution_server" | grep "/openhands/poetry" | grep -v grep | awk \'{print $1}\''
+            )
+            mem_obs = runtime.run_action(mem_action)
+            assert mem_obs.exit_code == 0
+            logger.info(
+                f'Action execution server memory usage (iteration {i}): {mem_obs.content.strip()} MB'
+            )
+            try:
+                iteration_stats['action_server_memory_mb'] = float(
+                    mem_obs.content.strip()
+                )
+            except (ValueError, AttributeError):
+                iteration_stats['action_server_memory_mb'] = None
+
+            # Test soft timeout
+            action = CmdRunAction(
+                'read -p "Do you want to continue? [Y/n] " answer; if [[ $answer == "Y" ]]; then echo "Proceeding with operation..."; echo "Operation completed successfully!"; else echo "Operation cancelled."; exit 1; fi'
+            )
+            obs = runtime.run_action(action)
+            assert 'Do you want to continue?' in obs.content
+            assert obs.exit_code == -1  # Command is still running, waiting for input
+
+            # Send the confirmation
+            action = CmdRunAction('Y', is_input=True)
+            obs = runtime.run_action(action)
+            assert 'Proceeding with operation...' in obs.content
+            assert 'Operation completed successfully!' in obs.content
+            assert obs.exit_code == 0
+            assert '[The command completed with exit code 0.]' in obs.metadata.suffix
+
+            # Test hard timeout w/ long output
+            # Generate long output with 1000 asterisks per line
+            action = CmdRunAction(
+                f'export i={i}; for j in $(seq 1 100); do echo "Line $j - Iteration $i - $(printf \'%1000s\' | tr " " "*")"; sleep 1; done'
+            )
+            action.set_hard_timeout(2)
+            obs = runtime.run_action(action)
+
+            # Verify the output
+            assert obs.exit_code == -1
+            assert f'Line 1 - Iteration {i}' in obs.content
+
+            # Because hard-timeout is triggered, the terminal will in a weird state
+            # where it will not accept any new commands.
+            obs = runtime.run_action(CmdRunAction('ls'))
+            assert obs.exit_code == -1
+            assert 'The previous command is still running' in obs.metadata.suffix
+
+            # We need to send a Ctrl+C to reset the terminal.
+            obs = runtime.run_action(CmdRunAction('C-c', is_input=True))
+            assert obs.exit_code == 130
+
+            # Now make sure the terminal is in a good state
+            obs = runtime.run_action(CmdRunAction('ls'))
+            assert obs.exit_code == 0
+
+            duration = time.time() - start_time
+            iteration_stats['duration'] = duration
+            logger.info(f'Completed iteration {i} in {duration:.2f} seconds')
+
+    finally:
+        runtime.close()
+
+
+@pytest.mark.skipif(
+    TEST_IN_CI,
+    reason='This test should only be run locally, not in CI.',
+)
+def test_stress_runtime_memory_limits():
+    """Test runtime behavior under resource constraints."""
+    config = get_config()
+
+    # For Docker runtime, add resource constraints
+    if config.runtime == 'docker':
+        config.sandbox.docker_runtime_kwargs = {
+            'cpu_period': 100000,  # 100ms
+            'cpu_quota': 100000,  # Can use 100ms out of each 100ms period (1 CPU)
+            'mem_limit': '4G',  # 4 GB of memory
+            'memswap_limit': '0',  # No swap
+            'mem_swappiness': 0,  # Disable swapping
+            'oom_kill_disable': False,  # Enable OOM killer
+        }
+    config.sandbox.runtime_startup_env_vars = {
+        'RUNTIME_MAX_MEMORY_GB': '3',
+        'RUNTIME_MEMORY_MONITOR': 'true',
+    }
+
+    try:
+        runtime = create_runtime(config, headless_mode=True)
+        call_async_from_sync(runtime.connect)
+
+        # Install stress-ng
+        action = CmdRunAction(
+            command='sudo apt-get update && sudo apt-get install -y stress-ng'
+        )
+        logger.info(action, extra={'msg_type': 'ACTION'})
+        obs = runtime.run_action(action)
+        logger.info(obs, extra={'msg_type': 'OBSERVATION'})
+        assert obs.exit_code == 0
+
+        action = CmdRunAction(
+            command='stress-ng --vm 1 --vm-bytes 6G --timeout 1m --metrics'
+        )
+        action.set_hard_timeout(120)
+        logger.info(action, extra={'msg_type': 'ACTION'})
+        obs = runtime.run_action(action)
+        logger.info(obs, extra={'msg_type': 'OBSERVATION'})
+        assert 'aborted early, out of system resources' in obs.content
+        assert obs.exit_code == 3  # OOM killed!
+
+    finally:
+        runtime.close()
+
+
+@pytest.mark.skipif(
+    TEST_IN_CI,
+    reason='This test should only be run locally, not in CI.',
+)
+def test_stress_runtime_memory_limits_with_repeated_file_edit():
+    """Test runtime behavior under resource constraints with repeated file edits."""
+    config = get_config()
+
+    # For Docker runtime, add resource constraints
+    if config.runtime == 'docker':
+        config.sandbox.docker_runtime_kwargs = {
+            'cpu_period': 100000,  # 100ms
+            'cpu_quota': 100000,  # Can use 100ms out of each 100ms period (1 CPU)
+            'mem_limit': '4G',  # 4 GB of memory
+            'memswap_limit': '0',  # No swap
+            'mem_swappiness': 0,  # Disable swapping
+            'oom_kill_disable': False,  # Enable OOM killer
+        }
+    config.sandbox.runtime_startup_env_vars = {
+        'RUNTIME_MAX_MEMORY_GB': '3',
+        'RUNTIME_MEMORY_MONITOR': 'true',
+    }
+
+    try:
+        runtime = create_runtime(config, headless_mode=True)
+        call_async_from_sync(runtime.connect)
+
+        # Create initial test file with base content
+        test_file = '/tmp/test_file.txt'
+        # base_content = 'content_1\n' * 1000  # Create a reasonably sized file
+        base_content = ''
+        for i in range(1000):
+            base_content += f'content_{i:03d}\n'
+
+        # Use FileWriteAction to create initial file
+        write_action = FileWriteAction(path=test_file, content=base_content)
+        obs = runtime.run_action(write_action)
+
+        # Perform repeated file edits
+        for i in range(1000):
+            # Use FileEditAction with str_replace instead of IPythonRunCellAction
+            edit_action = FileEditAction(
+                command='str_replace',
+                path=test_file,
+                old_str=f'content_{i:03d}',
+                new_str=f'-content_{i:03d}',
+            )
+            obs = runtime.run_action(edit_action)
+            assert (
+                f'The file {test_file} has been edited' in obs.content
+            ), f'Edit failed at iteration {i}'
+            logger.info(f'finished iteration {i}')
+
+        # Verify final file state using FileEditAction view command
+        action = FileEditAction(command='view', path=test_file)
+        obs = runtime.run_action(action)
+        assert '-content_999' in obs.content, 'Final content verification failed'
+        logger.info('Final file content verified successfully')
+
+    finally:
+        runtime.close()

From f4e5fb2873076ec4f75b16086e95fa687ad517f7 Mon Sep 17 00:00:00 2001
From: Graham Neubig <neubig@gmail.com>
Date: Tue, 18 Feb 2025 20:13:33 -0500
Subject: [PATCH 11/23] Fix type checking errors in resolver directory (#6738)

Co-authored-by: openhands <openhands@all-hands.dev>
---
 openhands/resolver/interfaces/github.py       |  43 ++++---
 openhands/resolver/interfaces/gitlab.py       |  45 +++----
 openhands/resolver/interfaces/issue.py        |  38 +++---
 .../resolver/interfaces/issue_definitions.py  |  36 +++---
 openhands/resolver/patching/apply.py          |  21 ++--
 openhands/resolver/patching/exceptions.py     |  62 +++++-----
 openhands/resolver/patching/patch.py          | 117 ++++++------------
 openhands/resolver/patching/snippets.py       |  11 +-
 openhands/resolver/resolve_all_issues.py      |  11 +-
 openhands/resolver/resolve_issue.py           |  36 +++---
 openhands/resolver/send_pull_request.py       |   5 +-
 openhands/resolver/utils.py                   |  10 +-
 .../resolver/visualize_resolver_output.py     |   4 +-
 13 files changed, 209 insertions(+), 230 deletions(-)

diff --git a/openhands/resolver/interfaces/github.py b/openhands/resolver/interfaces/github.py
index 46cceb68a4f7..d9cd66c53eba 100644
--- a/openhands/resolver/interfaces/github.py
+++ b/openhands/resolver/interfaces/github.py
@@ -22,28 +22,28 @@ def __init__(self, owner: str, repo: str, token: str, username: str | None = Non
         self.clone_url = self.get_clone_url()
         self.headers = self.get_headers()
 
-    def set_owner(self, owner: str):
+    def set_owner(self, owner: str) -> None:
         self.owner = owner
 
-    def get_headers(self):
+    def get_headers(self) -> dict[str, str]:
         return {
             'Authorization': f'token {self.token}',
             'Accept': 'application/vnd.github.v3+json',
         }
 
-    def get_base_url(self):
+    def get_base_url(self) -> str:
         return f'https://api.github.com/repos/{self.owner}/{self.repo}'
 
-    def get_authorize_url(self):
+    def get_authorize_url(self) -> str:
         return f'https://{self.username}:{self.token}@github.com/'
 
-    def get_branch_url(self, branch_name: str):
+    def get_branch_url(self, branch_name: str) -> str:
         return self.get_base_url() + f'/branches/{branch_name}'
 
-    def get_download_url(self):
+    def get_download_url(self) -> str:
         return f'{self.base_url}/issues'
 
-    def get_clone_url(self):
+    def get_clone_url(self) -> str:
         username_and_token = (
             f'{self.username}:{self.token}'
             if self.username
@@ -51,10 +51,10 @@ def get_clone_url(self):
         )
         return f'https://{username_and_token}@github.com/{self.owner}/{self.repo}.git'
 
-    def get_graphql_url(self):
+    def get_graphql_url(self) -> str:
         return 'https://api.github.com/graphql'
 
-    def get_compare_url(self, branch_name: str):
+    def get_compare_url(self, branch_name: str) -> str:
         return f'https://github.com/{self.owner}/{self.repo}/compare/{branch_name}?expand=1'
 
     def get_converted_issues(
@@ -186,7 +186,7 @@ def branch_exists(self, branch_name: str) -> bool:
         print(f'Branch {branch_name} exists: {exists}')
         return exists
 
-    def get_branch_name(self, base_branch_name: str):
+    def get_branch_name(self, base_branch_name: str) -> str:
         branch_name = base_branch_name
         attempt = 1
         while self.branch_exists(branch_name):
@@ -194,7 +194,7 @@ def get_branch_name(self, base_branch_name: str):
             branch_name = f'{base_branch_name}-try{attempt}'
         return branch_name
 
-    def reply_to_comment(self, pr_number: int, comment_id: str, reply: str):
+    def reply_to_comment(self, pr_number: int, comment_id: str, reply: str) -> None:
         # Opting for graphql as REST API doesn't allow reply to replies in comment threads
         query = """
             mutation($body: String!, $pullRequestReviewThreadId: ID!) {
@@ -221,15 +221,18 @@ def reply_to_comment(self, pr_number: int, comment_id: str, reply: str):
         )
         response.raise_for_status()
 
-    def get_pull_url(self, pr_number: int):
+    def get_pull_url(self, pr_number: int) -> str:
         return f'https://github.com/{self.owner}/{self.repo}/pull/{pr_number}'
 
     def get_default_branch_name(self) -> str:
         response = requests.get(f'{self.base_url}', headers=self.headers)
         response.raise_for_status()
-        return response.json()['default_branch']
+        data = response.json()
+        return str(data['default_branch'])
 
-    def create_pull_request(self, data=dict) -> dict:
+    def create_pull_request(self, data: dict[str, Any] | None = None) -> dict[str, Any]:
+        if data is None:
+            data = {}
         response = requests.post(
             f'{self.base_url}/pulls', headers=self.headers, json=data
         )
@@ -240,9 +243,9 @@ def create_pull_request(self, data=dict) -> dict:
             )
         response.raise_for_status()
         pr_data = response.json()
-        return pr_data
+        return dict(pr_data)
 
-    def request_reviewers(self, reviewer: str, pr_number: int):
+    def request_reviewers(self, reviewer: str, pr_number: int) -> None:
         review_data = {'reviewers': [reviewer]}
         review_response = requests.post(
             f'{self.base_url}/pulls/{pr_number}/requested_reviewers',
@@ -254,7 +257,7 @@ def request_reviewers(self, reviewer: str, pr_number: int):
                 f'Warning: Failed to request review from {reviewer}: {review_response.text}'
             )
 
-    def send_comment_msg(self, issue_number: int, msg: str):
+    def send_comment_msg(self, issue_number: int, msg: str) -> None:
         """Send a comment message to a GitHub issue or pull request.
 
         Args:
@@ -282,8 +285,8 @@ def get_context_from_external_issues_references(
         review_comments: list[str] | None,
         review_threads: list[ReviewThread],
         thread_comments: list[str] | None,
-    ):
-        pass
+    ) -> list[str]:
+        return []
 
 
 class GithubPRHandler(GithubIssueHandler):
@@ -487,7 +490,7 @@ def get_context_from_external_issues_references(
         review_comments: list[str] | None,
         review_threads: list[ReviewThread],
         thread_comments: list[str] | None,
-    ):
+    ) -> list[str]:
         new_issue_references = []
 
         if issue_body:
diff --git a/openhands/resolver/interfaces/gitlab.py b/openhands/resolver/interfaces/gitlab.py
index 52661d93032d..47519c4a4e0f 100644
--- a/openhands/resolver/interfaces/gitlab.py
+++ b/openhands/resolver/interfaces/gitlab.py
@@ -23,38 +23,38 @@ def __init__(self, owner: str, repo: str, token: str, username: str | None = Non
         self.clone_url = self.get_clone_url()
         self.headers = self.get_headers()
 
-    def set_owner(self, owner: str):
+    def set_owner(self, owner: str) -> None:
         self.owner = owner
 
-    def get_headers(self):
+    def get_headers(self) -> dict[str, str]:
         return {
             'Authorization': f'Bearer {self.token}',
             'Accept': 'application/json',
         }
 
-    def get_base_url(self):
-        project_path = quote(f'{self.owner}/{self.repo}', safe="")
+    def get_base_url(self) -> str:
+        project_path = quote(f'{self.owner}/{self.repo}', safe='')
         return f'https://gitlab.com/api/v4/projects/{project_path}'
 
-    def get_authorize_url(self):
+    def get_authorize_url(self) -> str:
         return f'https://{self.username}:{self.token}@gitlab.com/'
 
-    def get_branch_url(self, branch_name: str):
+    def get_branch_url(self, branch_name: str) -> str:
         return self.get_base_url() + f'/repository/branches/{branch_name}'
 
-    def get_download_url(self):
+    def get_download_url(self) -> str:
         return f'{self.base_url}/issues'
 
-    def get_clone_url(self):
+    def get_clone_url(self) -> str:
         username_and_token = self.token
         if self.username:
             username_and_token = f'{self.username}:{self.token}'
         return f'https://{username_and_token}@gitlab.com/{self.owner}/{self.repo}.git'
 
-    def get_graphql_url(self):
+    def get_graphql_url(self) -> str:
         return 'https://gitlab.com/api/graphql'
 
-    def get_compare_url(self, branch_name: str):
+    def get_compare_url(self, branch_name: str) -> str:
         return f'https://gitlab.com/{self.owner}/{self.repo}/-/compare/{self.get_default_branch_name()}...{branch_name}'
 
     def get_converted_issues(
@@ -189,7 +189,7 @@ def branch_exists(self, branch_name: str) -> bool:
         print(f'Branch {branch_name} exists: {exists}')
         return exists
 
-    def get_branch_name(self, base_branch_name: str):
+    def get_branch_name(self, base_branch_name: str) -> str:
         branch_name = base_branch_name
         attempt = 1
         while self.branch_exists(branch_name):
@@ -197,7 +197,7 @@ def get_branch_name(self, base_branch_name: str):
             branch_name = f'{base_branch_name}-try{attempt}'
         return branch_name
 
-    def reply_to_comment(self, pr_number: int, comment_id: str, reply: str):
+    def reply_to_comment(self, pr_number: int, comment_id: str, reply: str) -> None:
         response = requests.get(
             f'{self.base_url}/merge_requests/{pr_number}/discussions/{comment_id.split('/')[-1]}',
             headers=self.headers,
@@ -216,7 +216,7 @@ def reply_to_comment(self, pr_number: int, comment_id: str, reply: str):
             )
             response.raise_for_status()
 
-    def get_pull_url(self, pr_number: int):
+    def get_pull_url(self, pr_number: int) -> str:
         return (
             f'https://gitlab.com/{self.owner}/{self.repo}/-/merge_requests/{pr_number}'
         )
@@ -224,9 +224,12 @@ def get_pull_url(self, pr_number: int):
     def get_default_branch_name(self) -> str:
         response = requests.get(f'{self.base_url}', headers=self.headers)
         response.raise_for_status()
-        return response.json()['default_branch']
+        data = response.json()
+        return str(data['default_branch'])
 
-    def create_pull_request(self, data=dict) -> dict:
+    def create_pull_request(self, data: dict[str, Any] | None = None) -> dict[str, Any]:
+        if data is None:
+            data = {}
         response = requests.post(
             f'{self.base_url}/merge_requests', headers=self.headers, json=data
         )
@@ -243,9 +246,9 @@ def create_pull_request(self, data=dict) -> dict:
         if 'iid' in pr_data:
             pr_data['number'] = pr_data['iid']
 
-        return pr_data
+        return dict(pr_data)
 
-    def request_reviewers(self, reviewer: str, pr_number: int):
+    def request_reviewers(self, reviewer: str, pr_number: int) -> None:
         response = requests.get(
             f'https://gitlab.com/api/v4/users?username={reviewer}',
             headers=self.headers,
@@ -264,7 +267,7 @@ def request_reviewers(self, reviewer: str, pr_number: int):
                     f'Warning: Failed to request review from {reviewer}: {review_response.text}'
                 )
 
-    def send_comment_msg(self, issue_number: int, msg: str):
+    def send_comment_msg(self, issue_number: int, msg: str) -> None:
         """Send a comment message to a GitHub issue or pull request.
 
         Args:
@@ -292,8 +295,8 @@ def get_context_from_external_issues_references(
         review_comments: list[str] | None,
         review_threads: list[ReviewThread],
         thread_comments: list[str] | None,
-    ):
-        pass
+    ) -> list[str]:
+        return []
 
 
 class GitlabPRHandler(GitlabIssueHandler):
@@ -479,7 +482,7 @@ def get_context_from_external_issues_references(
         review_comments: list[str] | None,
         review_threads: list[ReviewThread],
         thread_comments: list[str] | None,
-    ):
+    ) -> list[str]:
         new_issue_references = []
 
         if issue_body:
diff --git a/openhands/resolver/interfaces/issue.py b/openhands/resolver/interfaces/issue.py
index 263fd8160377..ffd6a204ca7a 100644
--- a/openhands/resolver/interfaces/issue.py
+++ b/openhands/resolver/interfaces/issue.py
@@ -26,7 +26,7 @@ class Issue(BaseModel):
 
 class IssueHandlerInterface(ABC):
     @abstractmethod
-    def set_owner(self, owner: str):
+    def set_owner(self, owner: str) -> None:
         pass
 
     @abstractmethod
@@ -40,43 +40,43 @@ def get_issue_comments(
         pass
 
     @abstractmethod
-    def get_base_url(self):
+    def get_base_url(self) -> str:
         pass
 
     @abstractmethod
-    def get_branch_url(self, branch_name):
+    def get_branch_url(self, branch_name: str) -> str:
         pass
 
     @abstractmethod
-    def get_download_url(self):
+    def get_download_url(self) -> str:
         pass
 
     @abstractmethod
-    def get_clone_url(self):
+    def get_clone_url(self) -> str:
         pass
 
     @abstractmethod
-    def get_pull_url(self, pr_number: int):
+    def get_pull_url(self, pr_number: int) -> str:
         pass
 
     @abstractmethod
-    def get_graphql_url(self):
+    def get_graphql_url(self) -> str:
         pass
 
     @abstractmethod
-    def get_headers(self):
+    def get_headers(self) -> dict[str, str]:
         pass
 
     @abstractmethod
-    def get_compare_url(self, branch_name):
+    def get_compare_url(self, branch_name: str) -> str:
         pass
 
     @abstractmethod
-    def get_branch_name(self, base_branch_name: str):
+    def get_branch_name(self, base_branch_name: str) -> str:
         pass
 
     @abstractmethod
-    def get_default_branch_name(self):
+    def get_default_branch_name(self) -> str:
         pass
 
     @abstractmethod
@@ -84,23 +84,25 @@ def branch_exists(self, branch_name: str) -> bool:
         pass
 
     @abstractmethod
-    def reply_to_comment(self, pr_number: int, comment_id: str, reply: str):
+    def reply_to_comment(self, pr_number: int, comment_id: str, reply: str) -> None:
         pass
 
     @abstractmethod
-    def send_comment_msg(self, issue_number: int, msg: str):
+    def send_comment_msg(self, issue_number: int, msg: str) -> None:
         pass
 
     @abstractmethod
-    def get_authorize_url(self):
+    def get_authorize_url(self) -> str:
         pass
 
     @abstractmethod
-    def create_pull_request(self, data=dict) -> dict:
-        pass
+    def create_pull_request(self, data: dict[str, Any] | None = None) -> dict[str, Any]:
+        if data is None:
+            data = {}
+        raise NotImplementedError
 
     @abstractmethod
-    def request_reviewers(self, reviewer: str, pr_number: int):
+    def request_reviewers(self, reviewer: str, pr_number: int) -> None:
         pass
 
     @abstractmethod
@@ -112,7 +114,7 @@ def get_context_from_external_issues_references(
         review_comments: list[str] | None,
         review_threads: list[ReviewThread],
         thread_comments: list[str] | None,
-    ):
+    ) -> list[str]:
         pass
 
     @abstractmethod
diff --git a/openhands/resolver/interfaces/issue_definitions.py b/openhands/resolver/interfaces/issue_definitions.py
index 6912ab5c1e78..15a9f7cb2d77 100644
--- a/openhands/resolver/interfaces/issue_definitions.py
+++ b/openhands/resolver/interfaces/issue_definitions.py
@@ -25,7 +25,7 @@ def __init__(self, strategy: IssueHandlerInterface, llm_config: LLMConfig | None
         if llm_config is not None:
             self.llm = LLM(llm_config)
 
-    def set_strategy(self, strategy):
+    def set_strategy(self, strategy: IssueHandlerInterface) -> None:
         self._strategy = strategy
 
 
@@ -36,7 +36,7 @@ class ServiceContextPR(ServiceContext):
     def __init__(self, strategy: IssueHandlerInterface, llm_config: LLMConfig):
         super().__init__(strategy, llm_config)
 
-    def get_clone_url(self):
+    def get_clone_url(self) -> str:
         return self._strategy.get_clone_url()
 
     def download_issues(self) -> list[Any]:
@@ -266,31 +266,31 @@ class ServiceContextIssue(ServiceContext):
     def __init__(self, strategy: IssueHandlerInterface, llm_config: LLMConfig | None):
         super().__init__(strategy, llm_config)
 
-    def get_base_url(self):
+    def get_base_url(self) -> str:
         return self._strategy.get_base_url()
 
-    def get_branch_url(self, branch_name):
+    def get_branch_url(self, branch_name: str) -> str:
         return self._strategy.get_branch_url(branch_name)
 
-    def get_download_url(self):
+    def get_download_url(self) -> str:
         return self._strategy.get_download_url()
 
-    def get_clone_url(self):
+    def get_clone_url(self) -> str:
         return self._strategy.get_clone_url()
 
-    def get_graphql_url(self):
+    def get_graphql_url(self) -> str:
         return self._strategy.get_graphql_url()
 
-    def get_headers(self):
+    def get_headers(self) -> dict[str, str]:
         return self._strategy.get_headers()
 
-    def get_authorize_url(self):
+    def get_authorize_url(self) -> str:
         return self._strategy.get_authorize_url()
 
-    def get_pull_url(self, pr_number: int):
+    def get_pull_url(self, pr_number: int) -> str:
         return self._strategy.get_pull_url(pr_number)
 
-    def get_compare_url(self, branch_name: str):
+    def get_compare_url(self, branch_name: str) -> str:
         return self._strategy.get_compare_url(branch_name)
 
     def download_issues(self) -> list[Any]:
@@ -299,25 +299,27 @@ def download_issues(self) -> list[Any]:
     def get_branch_name(
         self,
         base_branch_name: str,
-    ):
+    ) -> str:
         return self._strategy.get_branch_name(base_branch_name)
 
-    def branch_exists(self, branch_name: str):
+    def branch_exists(self, branch_name: str) -> bool:
         return self._strategy.branch_exists(branch_name)
 
     def get_default_branch_name(self) -> str:
         return self._strategy.get_default_branch_name()
 
-    def create_pull_request(self, data=dict):
+    def create_pull_request(self, data: dict[str, Any] | None = None) -> dict[str, Any]:
+        if data is None:
+            data = {}
         return self._strategy.create_pull_request(data)
 
-    def request_reviewers(self, reviewer: str, pr_number: int):
+    def request_reviewers(self, reviewer: str, pr_number: int) -> None:
         return self._strategy.request_reviewers(reviewer, pr_number)
 
-    def reply_to_comment(self, pr_number, comment_id, reply):
+    def reply_to_comment(self, pr_number: int, comment_id: str, reply: str) -> None:
         return self._strategy.reply_to_comment(pr_number, comment_id, reply)
 
-    def send_comment_msg(self, issue_number: int, msg: str):
+    def send_comment_msg(self, issue_number: int, msg: str) -> None:
         return self._strategy.send_comment_msg(issue_number, msg)
 
     def get_issue_comments(
diff --git a/openhands/resolver/patching/apply.py b/openhands/resolver/patching/apply.py
index aedc521a1cd6..65db16c21a83 100644
--- a/openhands/resolver/patching/apply.py
+++ b/openhands/resolver/patching/apply.py
@@ -5,10 +5,13 @@
 import tempfile
 
 from .exceptions import HunkApplyException, SubprocessException
+from .patch import Change, diffobj
 from .snippets import remove, which
 
 
-def _apply_diff_with_subprocess(diff, lines, reverse=False):
+def _apply_diff_with_subprocess(
+    diff: diffobj, lines: list[str], reverse: bool = False
+) -> tuple[list[str], list[str] | None]:
     # call out to patch program
     patchexec = which('patch')
     if not patchexec:
@@ -63,21 +66,21 @@ def _apply_diff_with_subprocess(diff, lines, reverse=False):
     return lines, rejlines
 
 
-def _reverse(changes):
-    def _reverse_change(c):
+def _reverse(changes: list[Change]) -> list[Change]:
+    def _reverse_change(c: Change) -> Change:
         return c._replace(old=c.new, new=c.old)
 
     return [_reverse_change(c) for c in changes]
 
 
-def apply_diff(diff, text, reverse=False, use_patch=False):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = list(text)
+def apply_diff(
+    diff: diffobj, text: str | list[str], reverse: bool = False, use_patch: bool = False
+) -> list[str]:
+    lines = text.splitlines() if isinstance(text, str) else list(text)
 
     if use_patch:
-        return _apply_diff_with_subprocess(diff, lines, reverse)
+        lines, _ = _apply_diff_with_subprocess(diff, lines, reverse)
+        return lines
 
     n_lines = len(lines)
 
diff --git a/openhands/resolver/patching/exceptions.py b/openhands/resolver/patching/exceptions.py
index 30653c56da18..75159ddf6555 100644
--- a/openhands/resolver/patching/exceptions.py
+++ b/openhands/resolver/patching/exceptions.py
@@ -1,31 +1,31 @@
-class PatchingException(Exception):
-    pass
-
-
-class HunkException(PatchingException):
-    def __init__(self, msg, hunk=None):
-        self.hunk = hunk
-        if hunk is not None:
-            super(HunkException, self).__init__(
-                '{msg}, in hunk #{n}'.format(msg=msg, n=hunk)
-            )
-        else:
-            super(HunkException, self).__init__(msg)
-
-
-class ApplyException(PatchingException):
-    pass
-
-
-class SubprocessException(ApplyException):
-    def __init__(self, msg, code):
-        super(SubprocessException, self).__init__(msg)
-        self.code = code
-
-
-class HunkApplyException(HunkException, ApplyException, ValueError):
-    pass
-
-
-class ParseException(HunkException, ValueError):
-    pass
+class PatchingException(Exception):
+    pass
+
+
+class HunkException(PatchingException):
+    def __init__(self, msg: str, hunk: int | None = None) -> None:
+        self.hunk = hunk
+        if hunk is not None:
+            super(HunkException, self).__init__(
+                '{msg}, in hunk #{n}'.format(msg=msg, n=hunk)
+            )
+        else:
+            super(HunkException, self).__init__(msg)
+
+
+class ApplyException(PatchingException):
+    pass
+
+
+class SubprocessException(ApplyException):
+    def __init__(self, msg: str, code: int) -> None:
+        super(SubprocessException, self).__init__(msg)
+        self.code = code
+
+
+class HunkApplyException(HunkException, ApplyException, ValueError):
+    pass
+
+
+class ParseException(HunkException, ValueError):
+    pass
diff --git a/openhands/resolver/patching/patch.py b/openhands/resolver/patching/patch.py
index 97cb5d488293..4359e732512c 100644
--- a/openhands/resolver/patching/patch.py
+++ b/openhands/resolver/patching/patch.py
@@ -3,6 +3,7 @@
 import re
 import zlib
 from collections import namedtuple
+from typing import Iterable
 
 from . import exceptions
 from .snippets import findall_regex, split_by_regex
@@ -71,11 +72,8 @@
 old_cvs_diffcmd_header = re.compile('^diff.* (.+):(.*) (.+):(.*)$')
 
 
-def parse_patch(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_patch(text: str | list[str]) -> Iterable[diffobj]:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     # maybe use this to nuke all of those line endings?
     # lines = [x.splitlines()[0] for x in lines]
@@ -104,18 +102,15 @@ def parse_patch(text):
             yield diffobj(header=h, changes=d, text=difftext)
 
 
-def parse_header(text):
+def parse_header(text: str | list[str]) -> header | None:
     h = parse_scm_header(text)
     if h is None:
         h = parse_diff_header(text)
     return h
 
 
-def parse_scm_header(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_scm_header(text: str | list[str]) -> header | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     check = [
         (git_header_index, parse_git_header),
@@ -154,11 +149,8 @@ def parse_scm_header(text):
     return None
 
 
-def parse_diff_header(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_diff_header(text: str | list[str]) -> header | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     check = [
         (unified_header_new_line, parse_unified_header),
@@ -178,10 +170,10 @@ def parse_diff_header(text):
     return None  # no header?
 
 
-def parse_diff(text):
-    try:
+def parse_diff(text: str | list[str]) -> list[Change] | None:
+    if isinstance(text, str):
         lines = text.splitlines()
-    except AttributeError:
+    else:
         lines = text
 
     check = [
@@ -200,11 +192,8 @@ def parse_diff(text):
     return None
 
 
-def parse_git_header(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_git_header(text: str | list[str]) -> header | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     old_version = None
     new_version = None
@@ -275,11 +264,8 @@ def parse_git_header(text):
     return None
 
 
-def parse_svn_header(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_svn_header(text: str | list[str]) -> header | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     headers = findall_regex(lines, svn_header_index)
     if len(headers) == 0:
@@ -346,11 +332,8 @@ def parse_svn_header(text):
     return None
 
 
-def parse_cvs_header(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_cvs_header(text: str | list[str]) -> header | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     headers = findall_regex(lines, cvs_header_rcs)
     headers_old = findall_regex(lines, old_cvs_diffcmd_header)
@@ -430,11 +413,8 @@ def parse_cvs_header(text):
     return None
 
 
-def parse_diffcmd_header(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_diffcmd_header(text: str | list[str]) -> header | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     headers = findall_regex(lines, diffcmd_header)
     if len(headers) == 0:
@@ -454,11 +434,8 @@ def parse_diffcmd_header(text):
     return None
 
 
-def parse_unified_header(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_unified_header(text: str | list[str]) -> header | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     headers = findall_regex(lines, unified_header_new_line)
     if len(headers) == 0:
@@ -490,11 +467,8 @@ def parse_unified_header(text):
     return None
 
 
-def parse_context_header(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_context_header(text: str | list[str]) -> header | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     headers = findall_regex(lines, context_header_old_line)
     if len(headers) == 0:
@@ -526,11 +500,8 @@ def parse_context_header(text):
     return None
 
 
-def parse_default_diff(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_default_diff(text: str | list[str]) -> list[Change] | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     old = 0
     new = 0
@@ -582,11 +553,8 @@ def parse_default_diff(text):
     return None
 
 
-def parse_unified_diff(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_unified_diff(text: str | list[str]) -> list[Change] | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     old = 0
     new = 0
@@ -652,11 +620,8 @@ def parse_unified_diff(text):
     return None
 
 
-def parse_context_diff(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_context_diff(text: str | list[str]) -> list[Change] | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     old = 0
     new = 0
@@ -795,11 +760,8 @@ def parse_context_diff(text):
     return None
 
 
-def parse_ed_diff(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_ed_diff(text: str | list[str]) -> list[Change] | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     old = 0
     j = 0
@@ -878,12 +840,9 @@ def parse_ed_diff(text):
     return None
 
 
-def parse_rcs_ed_diff(text):
+def parse_rcs_ed_diff(text: str | list[str]) -> list[Change] | None:
     # much like forward ed, but no 'c' type
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+    lines = text.splitlines() if isinstance(text, str) else text
 
     old = 0
     j = 0
@@ -905,7 +864,7 @@ def parse_rcs_ed_diff(text):
 
                 hunk_kind = o.group(1)
                 old = int(o.group(2))
-                size = int(o.group(3))
+                size = int(o.group(3)) if o.group(3) else 0
 
                 if hunk_kind == 'a':
                     old += total_change_size + 1
@@ -926,15 +885,11 @@ def parse_rcs_ed_diff(text):
 
     if len(changes) > 0:
         return changes
-
     return None
 
 
-def parse_git_binary_diff(text):
-    try:
-        lines = text.splitlines()
-    except AttributeError:
-        lines = text
+def parse_git_binary_diff(text: str | list[str]) -> list[Change] | None:
+    lines = text.splitlines() if isinstance(text, str) else text
 
     changes: list[Change] = list()
 
diff --git a/openhands/resolver/patching/snippets.py b/openhands/resolver/patching/snippets.py
index f9d9e620d0f7..1c90f573df15 100644
--- a/openhands/resolver/patching/snippets.py
+++ b/openhands/resolver/patching/snippets.py
@@ -1,10 +1,11 @@
 # -*- coding: utf-8 -*-
 
 import os
+import re
 from shutil import rmtree
 
 
-def remove(path):
+def remove(path: str) -> None:
     if os.path.exists(path):
         if os.path.isdir(path):
             rmtree(path)
@@ -13,7 +14,7 @@ def remove(path):
 
 
 # find all indices of a list of strings that match a regex
-def findall_regex(items, regex):
+def findall_regex(items: list[str], regex: re.Pattern[str]) -> list[int]:
     found = list()
     for i in range(0, len(items)):
         k = regex.match(items[i])
@@ -24,7 +25,7 @@ def findall_regex(items, regex):
     return found
 
 
-def split_by_regex(items, regex):
+def split_by_regex(items: list[str], regex: re.Pattern[str]) -> list[list[str]]:
     splits = list()
     indices = findall_regex(items, regex)
     if not indices:
@@ -45,8 +46,8 @@ def split_by_regex(items, regex):
 
 
 # http://stackoverflow.com/questions/377017/test-if-executable-exists-in-python
-def which(program):
-    def is_exe(fpath):
+def which(program: str) -> str | None:
+    def is_exe(fpath: str) -> bool:
         return os.path.isfile(fpath) and os.access(fpath, os.X_OK)
 
     fpath, fname = os.path.split(program)
diff --git a/openhands/resolver/resolve_all_issues.py b/openhands/resolver/resolve_all_issues.py
index 6aa32396545d..7696c06d2ad2 100644
--- a/openhands/resolver/resolve_all_issues.py
+++ b/openhands/resolver/resolve_all_issues.py
@@ -6,8 +6,9 @@
 import os
 import pathlib
 import subprocess
-from typing import Awaitable, TextIO
+from typing import Any, Awaitable, TextIO
 
+from pydantic import SecretStr
 from tqdm import tqdm
 
 import openhands
@@ -25,7 +26,7 @@
 )
 
 
-def cleanup():
+def cleanup() -> None:
     print('Cleaning up child processes...')
     for process in mp.active_children():
         print(f'Terminating child process: {process.name}')
@@ -214,7 +215,7 @@ async def resolve_issues(
         # Use asyncio.gather with a semaphore to limit concurrency
         sem = asyncio.Semaphore(num_workers)
 
-        async def run_with_semaphore(task):
+        async def run_with_semaphore(task: Awaitable[Any]) -> Any:
             async with sem:
                 return await task
 
@@ -228,7 +229,7 @@ async def run_with_semaphore(task):
     logger.info('Finished.')
 
 
-def main():
+def main() -> None:
     parser = argparse.ArgumentParser(
         description='Resolve multiple issues from Github or Gitlab.'
     )
@@ -349,7 +350,7 @@ def main():
 
     llm_config = LLMConfig(
         model=my_args.llm_model or os.environ['LLM_MODEL'],
-        api_key=str(api_key) if api_key else None,
+        api_key=SecretStr(api_key) if api_key else None,
         base_url=my_args.llm_base_url or os.environ.get('LLM_BASE_URL', None),
     )
 
diff --git a/openhands/resolver/resolve_issue.py b/openhands/resolver/resolve_issue.py
index 80cddb9ed581..9a686815da38 100644
--- a/openhands/resolver/resolve_issue.py
+++ b/openhands/resolver/resolve_issue.py
@@ -10,6 +10,7 @@
 from typing import Any
 from uuid import uuid4
 
+from pydantic import SecretStr
 from termcolor import colored
 
 import openhands
@@ -18,6 +19,7 @@
 from openhands.core.logger import openhands_logger as logger
 from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
+from openhands.events.event import Event
 from openhands.events.observation import (
     CmdOutputObservation,
     ErrorObservation,
@@ -48,7 +50,7 @@
 def initialize_runtime(
     runtime: Runtime,
     platform: Platform,
-):
+) -> None:
     """Initialize the runtime for the agent.
 
     This function is called before the runtime is used to run the agent.
@@ -192,26 +194,28 @@ async def process_issue(
     # This code looks unnecessary because these are default values in the config class
     # they're set by default if nothing else overrides them
     # FIXME we should remove them here
-    kwargs = {}
+    sandbox_config = SandboxConfig(
+        runtime_container_image=runtime_container_image,
+        enable_auto_lint=False,
+        use_host_network=False,
+        # large enough timeout, since some testcases take very long to run
+        timeout=300,
+    )
+
     if os.getenv('GITLAB_CI') == 'True':
-        kwargs['local_runtime_url'] = os.getenv('LOCAL_RUNTIME_URL', 'http://localhost')
+        sandbox_config.local_runtime_url = os.getenv(
+            'LOCAL_RUNTIME_URL', 'http://localhost'
+        )
         user_id = os.getuid() if hasattr(os, 'getuid') else 1000
         if user_id == 0:
-            kwargs['user_id'] = get_unique_uid()
+            sandbox_config.user_id = get_unique_uid()
 
     config = AppConfig(
         default_agent='CodeActAgent',
         runtime='docker',
         max_budget_per_task=4,
         max_iterations=max_iterations,
-        sandbox=SandboxConfig(
-            runtime_container_image=runtime_container_image,
-            enable_auto_lint=False,
-            use_host_network=False,
-            # large enough timeout, since some testcases take very long to run
-            timeout=300,
-            **kwargs,
-        ),
+        sandbox=sandbox_config,
         # do not mount workspace
         workspace_base=workspace_base,
         workspace_mount_path=workspace_base,
@@ -222,7 +226,7 @@ async def process_issue(
     runtime = create_runtime(config)
     await runtime.connect()
 
-    def on_event(evt):
+    def on_event(evt: Event) -> None:
         logger.info(evt)
 
     runtime.event_stream.subscribe(EventStreamSubscriber.MAIN, on_event, str(uuid4()))
@@ -524,10 +528,10 @@ async def resolve_issue(
         logger.info('Finished.')
 
 
-def main():
+def main() -> None:
     import argparse
 
-    def int_or_none(value):
+    def int_or_none(value: str) -> int | None:
         if value.lower() == 'none':
             return None
         else:
@@ -654,7 +658,7 @@ def int_or_none(value):
     api_key = my_args.llm_api_key or os.environ['LLM_API_KEY']
     llm_config = LLMConfig(
         model=my_args.llm_model or os.environ['LLM_MODEL'],
-        api_key=str(api_key) if api_key else None,
+        api_key=SecretStr(api_key) if api_key else None,
         base_url=my_args.llm_base_url or os.environ.get('LLM_BASE_URL', None),
     )
 
diff --git a/openhands/resolver/send_pull_request.py b/openhands/resolver/send_pull_request.py
index 7cbe37cfcca0..0ca032e4da97 100644
--- a/openhands/resolver/send_pull_request.py
+++ b/openhands/resolver/send_pull_request.py
@@ -5,6 +5,7 @@
 import subprocess
 
 import jinja2
+from pydantic import SecretStr
 
 from openhands.core.config import LLMConfig
 from openhands.core.logger import openhands_logger as logger
@@ -543,7 +544,7 @@ def process_all_successful_issues(
             )
 
 
-def main():
+def main() -> None:
     parser = argparse.ArgumentParser(
         description='Send a pull request to Github or Gitlab.'
     )
@@ -641,7 +642,7 @@ def main():
     api_key = my_args.llm_api_key or os.environ['LLM_API_KEY']
     llm_config = LLMConfig(
         model=my_args.llm_model or os.environ['LLM_MODEL'],
-        api_key=str(api_key) if api_key else None,
+        api_key=SecretStr(api_key) if api_key else None,
         base_url=my_args.llm_base_url or os.environ.get('LLM_BASE_URL', None),
     )
 
diff --git a/openhands/resolver/utils.py b/openhands/resolver/utils.py
index b0e25861ccb7..d08686d592e3 100644
--- a/openhands/resolver/utils.py
+++ b/openhands/resolver/utils.py
@@ -107,7 +107,7 @@ def codeact_user_response(
     return msg
 
 
-def cleanup():
+def cleanup() -> None:
     print('Cleaning up child processes...')
     for process in mp.active_children():
         print(f'Terminating child process: {process.name}')
@@ -115,7 +115,9 @@ def cleanup():
         process.join()
 
 
-def prepare_dataset(dataset: pd.DataFrame, output_file: str, eval_n_limit: int):
+def prepare_dataset(
+    dataset: pd.DataFrame, output_file: str, eval_n_limit: int
+) -> pd.DataFrame:
     assert 'instance_id' in dataset.columns, (
         "Expected 'instance_id' column in the dataset. You should define your own "
         "unique identifier for each instance and use it as the 'instance_id' column."
@@ -152,7 +154,7 @@ def prepare_dataset(dataset: pd.DataFrame, output_file: str, eval_n_limit: int):
 
 def reset_logger_for_multiprocessing(
     logger: logging.Logger, instance_id: str, log_dir: str
-):
+) -> None:
     """Reset the logger for multiprocessing.
 
     Save logs to a separate file for each process, instead of trying to write to the
@@ -208,7 +210,7 @@ def extract_issue_references(body: str) -> list[int]:
     return [int(match) for match in re.findall(pattern, body)]
 
 
-def get_unique_uid(start_uid=1000):
+def get_unique_uid(start_uid: int = 1000) -> int:
     existing_uids = set()
     with open('/etc/passwd', 'r') as passwd_file:
         for line in passwd_file:
diff --git a/openhands/resolver/visualize_resolver_output.py b/openhands/resolver/visualize_resolver_output.py
index f7081f6c76f4..ca0717d84088 100644
--- a/openhands/resolver/visualize_resolver_output.py
+++ b/openhands/resolver/visualize_resolver_output.py
@@ -4,7 +4,9 @@
 from openhands.resolver.io_utils import load_single_resolver_output
 
 
-def visualize_resolver_output(issue_number: int, output_dir: str, vis_method: str):
+def visualize_resolver_output(
+    issue_number: int, output_dir: str, vis_method: str
+) -> None:
     output_jsonl = os.path.join(output_dir, 'output.jsonl')
     resolver_output = load_single_resolver_output(output_jsonl, issue_number)
     if vis_method == 'json':

From 340c2310d1f6add6b1f3a8cbe1b2efe2c2f33108 Mon Sep 17 00:00:00 2001
From: "Ryan H. Tran" <descience.thh10@gmail.com>
Date: Wed, 19 Feb 2025 17:20:44 +0700
Subject: [PATCH 12/23] Fix `diskcache` breaking CI & eval intermittently
 (#6817)

---
 poetry.lock    | 65 ++++++++++++++++++++++----------------------------
 pyproject.toml |  2 +-
 2 files changed, 30 insertions(+), 37 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f4136a7da0d6..83c962cb1178 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -920,7 +920,7 @@ version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "evaluation"]
+groups = ["main", "dev", "evaluation"]
 files = [
     {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@@ -1628,25 +1628,13 @@ files = [
     {file = "dirtyjson-1.0.8.tar.gz", hash = "sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd"},
 ]
 
-[[package]]
-name = "diskcache"
-version = "5.6.3"
-description = "Disk Cache -- Disk and file backed persistent cache."
-optional = false
-python-versions = ">=3"
-groups = ["main"]
-files = [
-    {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"},
-    {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"},
-]
-
 [[package]]
 name = "distlib"
 version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
-groups = ["dev", "evaluation"]
+groups = ["main", "dev", "evaluation"]
 files = [
     {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
     {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
@@ -3211,7 +3199,7 @@ version = "2.6.7"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "evaluation"]
+groups = ["main", "dev", "evaluation"]
 files = [
     {file = "identify-2.6.7-py2.py3-none-any.whl", hash = "sha256:155931cb617a401807b09ecec6635d6c692d180090a1cedca8ef7d58ba5b6aa0"},
     {file = "identify-2.6.7.tar.gz", hash = "sha256:3fa266b42eba321ee0b2bb0936a6a6b9e36a1351cbb69055b3082f4193035684"},
@@ -3315,7 +3303,7 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
-groups = ["evaluation", "test"]
+groups = ["main", "evaluation", "test"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -5515,7 +5503,7 @@ version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["dev", "evaluation"]
+groups = ["main", "dev", "evaluation"]
 files = [
     {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
     {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
@@ -5907,19 +5895,16 @@ realtime = ["websockets (>=13,<15)"]
 
 [[package]]
 name = "openhands-aci"
-version = "0.2.3"
+version = "0.2.4"
 description = "An Agent-Computer Interface (ACI) designed for software development agents OpenHands."
 optional = false
-python-versions = "<4.0,>=3.12"
+python-versions = "^3.12"
 groups = ["main"]
-files = [
-    {file = "openhands_aci-0.2.3-py3-none-any.whl", hash = "sha256:6c5479c41f3bad460a0ac078418260851166a8d4e641e0072b26459a34ef4442"},
-    {file = "openhands_aci-0.2.3.tar.gz", hash = "sha256:6b8031751ec3e6d1da54969b2ec19dcbc3192676e5386cbb48d04458f8021148"},
-]
+files = []
+develop = false
 
 [package.dependencies]
-binaryornot = ">=0.4.4,<0.5.0"
-diskcache = ">=5.6.3,<6.0.0"
+binaryornot = "^0.4.4"
 flake8 = "*"
 gitpython = "*"
 grep-ast = "0.3.3"
@@ -5927,13 +5912,21 @@ litellm = "*"
 networkx = "*"
 numpy = "*"
 pandas = "*"
+pre-commit = "^4.1.0"
+pytest = "^8.3.4"
 scipy = "*"
-tree-sitter = ">=0.24.0,<0.25.0"
-tree-sitter-javascript = ">=0.23.1,<0.24.0"
-tree-sitter-python = ">=0.23.6,<0.24.0"
-tree-sitter-ruby = ">=0.23.1,<0.24.0"
-tree-sitter-typescript = ">=0.23.2,<0.24.0"
-whatthepatch = ">=1.0.6,<2.0.0"
+tree-sitter = "^0.24.0"
+tree-sitter-javascript = "^0.23.1"
+tree-sitter-python = "^0.23.6"
+tree-sitter-ruby = "^0.23.1"
+tree-sitter-typescript = "^0.23.2"
+whatthepatch = "^1.0.6"
+
+[package.source]
+type = "git"
+url = "https://github.com/All-Hands-AI/openhands-aci.git"
+reference = "fix-memory-issue"
+resolved_reference = "d906bdd60b397fd8c30033a59d8f47f343d6ede4"
 
 [[package]]
 name = "opentelemetry-api"
@@ -6491,7 +6484,7 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
-groups = ["evaluation", "test"]
+groups = ["main", "evaluation", "test"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -6552,7 +6545,7 @@ version = "4.1.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev", "evaluation"]
+groups = ["main", "dev", "evaluation"]
 files = [
     {file = "pre_commit-4.1.0-py2.py3-none-any.whl", hash = "sha256:d29e7cb346295bcc1cc75fc3e92e343495e3ea0196c9ec6ba53f49f10ab6ae7b"},
     {file = "pre_commit-4.1.0.tar.gz", hash = "sha256:ae3f018575a588e30dfddfab9a05448bfbd6b73d78709617b5a2b853549716d4"},
@@ -7364,7 +7357,7 @@ version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["evaluation", "test"]
+groups = ["main", "evaluation", "test"]
 files = [
     {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
     {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
@@ -10023,7 +10016,7 @@ version = "20.29.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev", "evaluation"]
+groups = ["main", "dev", "evaluation"]
 files = [
     {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"},
     {file = "virtualenv-20.29.2.tar.gz", hash = "sha256:fdaabebf6d03b5ba83ae0a02cfe96f48a716f4fae556461d180825866f75b728"},
@@ -10802,4 +10795,4 @@ testing = ["coverage[toml]", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "a663ed31b71b4307c9f9665a8af4d5fbb8e1a4f0a5a562055df5ec981e5bdc16"
+content-hash = "395c20a1f1bda924c1177369ce9c1ae27d12966da64b9fa60d91ca7895995c17"
diff --git a/pyproject.toml b/pyproject.toml
index 3257bebd3a13..e1ba08237e5f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,7 +67,7 @@ runloop-api-client = "0.23.0"
 libtmux = ">=0.37,<0.40"
 pygithub = "^2.5.0"
 joblib = "*"
-openhands-aci = "^0.2.3"
+openhands-aci = "^0.2.4"
 python-socketio = "^5.11.4"
 redis = "^5.2.0"
 sse-starlette = "^2.1.3"

From cb72a06ca3950b963223a1e7386cf3f92f7e57db Mon Sep 17 00:00:00 2001
From: Graham Neubig <neubig@gmail.com>
Date: Wed, 19 Feb 2025 05:52:49 -0500
Subject: [PATCH 13/23] Fix mypy errors in storage directory (#6809)

Co-authored-by: openhands <openhands@all-hands.dev>
---
 openhands/storage/conversation/conversation_store.py      | 2 +-
 openhands/storage/conversation/file_conversation_store.py | 2 +-
 openhands/storage/google_cloud.py                         | 2 +-
 openhands/storage/local.py                                | 2 +-
 openhands/storage/s3.py                                   | 2 +-
 openhands/storage/settings/file_settings_store.py         | 2 +-
 openhands/storage/settings/settings_store.py              | 2 +-
 7 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/openhands/storage/conversation/conversation_store.py b/openhands/storage/conversation/conversation_store.py
index 8c55920efa62..efe95b1b6983 100644
--- a/openhands/storage/conversation/conversation_store.py
+++ b/openhands/storage/conversation/conversation_store.py
@@ -15,7 +15,7 @@ class ConversationStore(ABC):
     """
 
     @abstractmethod
-    async def save_metadata(self, metadata: ConversationMetadata):
+    async def save_metadata(self, metadata: ConversationMetadata) -> None:
         """Store conversation metadata"""
 
     @abstractmethod
diff --git a/openhands/storage/conversation/file_conversation_store.py b/openhands/storage/conversation/file_conversation_store.py
index 79e04921078e..0f7d1f9fa961 100644
--- a/openhands/storage/conversation/file_conversation_store.py
+++ b/openhands/storage/conversation/file_conversation_store.py
@@ -29,7 +29,7 @@
 class FileConversationStore(ConversationStore):
     file_store: FileStore
 
-    async def save_metadata(self, metadata: ConversationMetadata):
+    async def save_metadata(self, metadata: ConversationMetadata) -> None:
         json_str = conversation_metadata_type_adapter.dump_json(metadata)
         path = self.get_conversation_metadata_filename(metadata.conversation_id)
         await call_sync_from_async(self.file_store.write, path, json_str)
diff --git a/openhands/storage/google_cloud.py b/openhands/storage/google_cloud.py
index 19465c0442ce..24466e81ef8a 100644
--- a/openhands/storage/google_cloud.py
+++ b/openhands/storage/google_cloud.py
@@ -29,7 +29,7 @@ def read(self, path: str) -> str:
         blob = self.bucket.blob(path)
         try:
             with blob.open('r') as f:
-                return f.read()
+                return str(f.read())
         except NotFound as err:
             raise FileNotFoundError(err)
 
diff --git a/openhands/storage/local.py b/openhands/storage/local.py
index 38815bce1f0d..711a364cf5d1 100644
--- a/openhands/storage/local.py
+++ b/openhands/storage/local.py
@@ -17,7 +17,7 @@ def get_full_path(self, path: str) -> str:
             path = path[1:]
         return os.path.join(self.root, path)
 
-    def write(self, path: str, contents: str | bytes):
+    def write(self, path: str, contents: str | bytes) -> None:
         full_path = self.get_full_path(path)
         os.makedirs(os.path.dirname(full_path), exist_ok=True)
         mode = 'w' if isinstance(contents, str) else 'wb'
diff --git a/openhands/storage/s3.py b/openhands/storage/s3.py
index cb723355155d..4fb59b920d6c 100644
--- a/openhands/storage/s3.py
+++ b/openhands/storage/s3.py
@@ -46,7 +46,7 @@ def read(self, path: str) -> str:
         try:
             response = self.client.get_object(Bucket=self.bucket, Key=path)
             with response['Body'] as stream:
-                return stream.read().decode('utf-8')
+                return str(stream.read().decode('utf-8'))
         except botocore.exceptions.ClientError as e:
             # Catch all S3-related errors
             if e.response['Error']['Code'] == 'NoSuchBucket':
diff --git a/openhands/storage/settings/file_settings_store.py b/openhands/storage/settings/file_settings_store.py
index d3cc08677078..3c5cf9584891 100644
--- a/openhands/storage/settings/file_settings_store.py
+++ b/openhands/storage/settings/file_settings_store.py
@@ -25,7 +25,7 @@ async def load(self) -> Settings | None:
         except FileNotFoundError:
             return None
 
-    async def store(self, settings: Settings):
+    async def store(self, settings: Settings) -> None:
         json_str = settings.model_dump_json(context={'expose_secrets': True})
         await call_sync_from_async(self.file_store.write, self.path, json_str)
 
diff --git a/openhands/storage/settings/settings_store.py b/openhands/storage/settings/settings_store.py
index cd64ae8e1ea5..c9fdd093ccb9 100644
--- a/openhands/storage/settings/settings_store.py
+++ b/openhands/storage/settings/settings_store.py
@@ -16,7 +16,7 @@ async def load(self) -> Settings | None:
         """Load session init data"""
 
     @abstractmethod
-    async def store(self, settings: Settings):
+    async def store(self, settings: Settings) -> None:
         """Store session init data"""
 
     @classmethod

From 81f2b08a890c1f3d6a08f038570e1caf7e6a4f94 Mon Sep 17 00:00:00 2001
From: Calvin Smith <email@cjsmith.io>
Date: Wed, 19 Feb 2025 07:45:33 -0700
Subject: [PATCH 14/23] fix: Avoid infinite loop with rolling condensers and
 history truncation (#6795)

Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: Calvin Smith <calvin@all-hands.dev>
---
 openhands/memory/condenser/condenser.py |  6 ++++
 tests/unit/test_condenser.py            | 44 +++++++++++++++++++++++++
 2 files changed, 50 insertions(+)

diff --git a/openhands/memory/condenser/condenser.py b/openhands/memory/condenser/condenser.py
index 878c27aec140..411ed39386f6 100644
--- a/openhands/memory/condenser/condenser.py
+++ b/openhands/memory/condenser/condenser.py
@@ -161,6 +161,12 @@ def __init__(self) -> None:
 
     @override
     def condensed_history(self, state: State) -> list[Event]:
+        # The history should grow monotonically -- if it doesn't, something has
+        # truncated the history and we need to reset our tracking.
+        if len(state.history) < self._last_history_length:
+            self._condensation = []
+            self._last_history_length = 0
+
         new_events = state.history[self._last_history_length :]
 
         with self.metadata_batch(state):
diff --git a/tests/unit/test_condenser.py b/tests/unit/test_condenser.py
index e8c5af60afbb..fd1e922a103a 100644
--- a/tests/unit/test_condenser.py
+++ b/tests/unit/test_condenser.py
@@ -19,6 +19,7 @@
 from openhands.events.observation.observation import Observation
 from openhands.llm import LLM
 from openhands.memory.condenser import Condenser
+from openhands.memory.condenser.condenser import RollingCondenser
 from openhands.memory.condenser.impl import (
     AmortizedForgettingCondenser,
     ImportantEventSelection,
@@ -452,6 +453,49 @@ def test_llm_attention_condenser_invalid_config():
     pytest.raises(ValueError, LLMAttentionCondenser.from_config, config)
 
 
+def test_rolling_condenser_handles_truncation(mock_state: State):
+    """Test that RollingCondenser correctly handles history truncation."""
+
+    class TestRollingCondenser(RollingCondenser):
+        """Test implementation of RollingCondenser that just returns all events."""
+
+        def condense(self, events: list[Event]) -> list[Event]:
+            return events
+
+    condenser = TestRollingCondenser()
+
+    # Initial history with 3 events
+    events = [
+        create_test_event('Event 1', id=1),
+        create_test_event('Event 2', id=2),
+        create_test_event('Event 3', id=3),
+    ]
+    mock_state.history = events
+
+    # First condensation - should return all events
+    results = condenser.condensed_history(mock_state)
+    assert len(results) == 3
+    assert [e._id for e in results] == [1, 2, 3]
+
+    # Simulate truncation - history is now shorter, and the condensation should
+    # just include the truncated history
+    mock_state.history = mock_state.history[-1:]
+
+    results = condenser.condensed_history(mock_state)
+    assert len(results) == 1
+    assert results[0]._id == 3
+
+    # Adding more events and condensing should "rebase" us from the truncated history
+    mock_state.history += [
+        create_test_event('Event 4', id=4),
+        create_test_event('Event 5', id=5),
+    ]
+
+    results = condenser.condensed_history(mock_state)
+    assert len(results) == 3
+    assert [e._id for e in results] == [3, 4, 5]
+
+
 def test_llm_attention_condenser_keeps_first_events(mock_llm, mock_state):
     """Test that the LLMAttentionCondenser keeps the right number of initial events when forgetting."""
     max_size = 4

From eb5be2ab637e1bc7f7869e0c7dd4578ebca3e640 Mon Sep 17 00:00:00 2001
From: diwu-sf <di.wu@shadowfaxdata.com>
Date: Wed, 19 Feb 2025 07:51:52 -0800
Subject: [PATCH 15/23] Fix download workspace zip file event loop hanging
 (#6722)

---
 openhands/runtime/action_execution_server.py  | 20 ++++++++-----------
 .../action_execution_client.py                | 11 +++++-----
 openhands/server/routes/files.py              | 20 +++++++------------
 3 files changed, 20 insertions(+), 31 deletions(-)

diff --git a/openhands/runtime/action_execution_server.py b/openhands/runtime/action_execution_server.py
index d9ee74c4293a..1a2d4f1d4a7b 100644
--- a/openhands/runtime/action_execution_server.py
+++ b/openhands/runtime/action_execution_server.py
@@ -8,7 +8,6 @@
 import argparse
 import asyncio
 import base64
-import io
 import mimetypes
 import os
 import shutil
@@ -21,12 +20,13 @@
 
 from fastapi import Depends, FastAPI, HTTPException, Request, UploadFile
 from fastapi.exceptions import RequestValidationError
-from fastapi.responses import JSONResponse, StreamingResponse
+from fastapi.responses import FileResponse, JSONResponse
 from fastapi.security import APIKeyHeader
 from openhands_aci.editor.editor import OHEditor
 from openhands_aci.editor.exceptions import ToolError
 from openhands_aci.editor.results import ToolResult
 from pydantic import BaseModel
+from starlette.background import BackgroundTask
 from starlette.exceptions import HTTPException as StarletteHTTPException
 from uvicorn import run
 
@@ -631,7 +631,7 @@ async def upload_file(
             raise HTTPException(status_code=500, detail=str(e))
 
     @app.get('/download_files')
-    async def download_file(path: str):
+    def download_file(path: str):
         logger.debug('Downloading files')
         try:
             if not os.path.isabs(path):
@@ -642,7 +642,7 @@ async def download_file(path: str):
             if not os.path.exists(path):
                 raise HTTPException(status_code=404, detail='File not found')
 
-            with tempfile.TemporaryFile() as temp_zip:
+            with tempfile.NamedTemporaryFile(suffix='.zip', delete=False) as temp_zip:
                 with ZipFile(temp_zip, 'w') as zipf:
                     for root, _, files in os.walk(path):
                         for file in files:
@@ -650,15 +650,11 @@ async def download_file(path: str):
                             zipf.write(
                                 file_path, arcname=os.path.relpath(file_path, path)
                             )
-                temp_zip.seek(0)  # Rewind the file to the beginning after writing
-                content = temp_zip.read()
-                # Good for small to medium-sized files. For very large files, streaming directly from the
-                # file chunks may be more memory-efficient.
-                zip_stream = io.BytesIO(content)
-                return StreamingResponse(
-                    content=zip_stream,
+                return FileResponse(
+                    path=temp_zip.name,
                     media_type='application/zip',
-                    headers={'Content-Disposition': f'attachment; filename={path}.zip'},
+                    filename=f'{os.path.basename(path)}.zip',
+                    background=BackgroundTask(lambda: os.unlink(temp_zip.name)),
                 )
 
         except Exception as e:
diff --git a/openhands/runtime/impl/action_execution/action_execution_client.py b/openhands/runtime/impl/action_execution/action_execution_client.py
index 258dcf3a85f7..683c16578dad 100644
--- a/openhands/runtime/impl/action_execution/action_execution_client.py
+++ b/openhands/runtime/impl/action_execution/action_execution_client.py
@@ -1,4 +1,5 @@
 import os
+import shutil
 import tempfile
 import threading
 from abc import abstractmethod
@@ -143,12 +144,10 @@ def copy_from(self, path: str) -> Path:
                 stream=True,
                 timeout=30,
             ) as response:
-                with tempfile.NamedTemporaryFile(delete=False) as temp_file:
-                    total_length = 0
-                    for chunk in response.iter_content(chunk_size=8192):
-                        if chunk:  # filter out keep-alive new chunks
-                            total_length += len(chunk)
-                            temp_file.write(chunk)
+                with tempfile.NamedTemporaryFile(
+                    suffix='.zip', delete=False
+                ) as temp_file:
+                    shutil.copyfileobj(response.raw, temp_file, length=16 * 1024)
                     return Path(temp_file.name)
         except requests.Timeout:
             raise TimeoutError('Copy operation timed out')
diff --git a/openhands/server/routes/files.py b/openhands/server/routes/files.py
index 1581d3abaddb..eaa805174f9b 100644
--- a/openhands/server/routes/files.py
+++ b/openhands/server/routes/files.py
@@ -3,7 +3,6 @@
 
 from fastapi import (
     APIRouter,
-    BackgroundTasks,
     HTTPException,
     Request,
     UploadFile,
@@ -12,6 +11,7 @@
 from fastapi.responses import FileResponse, JSONResponse
 from pathspec import PathSpec
 from pathspec.patterns import GitWildMatchPattern
+from starlette.background import BackgroundTask
 
 from openhands.core.exceptions import AgentRuntimeUnavailableError
 from openhands.core.logger import openhands_logger as logger
@@ -309,31 +309,25 @@ async def save_file(request: Request):
 
 
 @app.get('/zip-directory')
-async def zip_current_workspace(
-    request: Request, conversation_id: str, background_tasks: BackgroundTasks
-):
+def zip_current_workspace(request: Request, conversation_id: str):
     try:
         logger.debug('Zipping workspace')
         runtime: Runtime = request.state.conversation.runtime
         path = runtime.config.workspace_mount_path_in_sandbox
         try:
-            zip_file = await call_sync_from_async(runtime.copy_from, path)
+            zip_file_path = runtime.copy_from(path)
         except AgentRuntimeUnavailableError as e:
             logger.error(f'Error zipping workspace: {e}')
             return JSONResponse(
                 status_code=500,
                 content={'error': f'Error zipping workspace: {e}'},
             )
-        response = FileResponse(
-            path=zip_file,
+        return FileResponse(
+            path=zip_file_path,
             filename='workspace.zip',
-            media_type='application/x-zip-compressed',
+            media_type='application/zip',
+            background=BackgroundTask(lambda: os.unlink(zip_file_path)),
         )
-
-        # This will execute after the response is sent (So the file is not deleted before being sent)
-        background_tasks.add_task(zip_file.unlink)
-
-        return response
     except Exception as e:
         logger.error(f'Error zipping workspace: {e}')
         raise HTTPException(

From df8bbc2b675f7a3b8b91952906b6e7580c1689bc Mon Sep 17 00:00:00 2001
From: "Ryan H. Tran" <descience.thh10@gmail.com>
Date: Wed, 19 Feb 2025 23:27:14 +0700
Subject: [PATCH 16/23] Update openhands-aci to 0.2.5 (#6834)

Co-authored-by: Xingyao Wang <xingyao@all-hands.dev>
---
 poetry.lock    | 52 ++++++++++++++++++++++----------------------------
 pyproject.toml |  2 +-
 2 files changed, 24 insertions(+), 30 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 83c962cb1178..1d994791e089 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -920,7 +920,7 @@ version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "evaluation"]
+groups = ["dev", "evaluation"]
 files = [
     {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@@ -1634,7 +1634,7 @@ version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
-groups = ["main", "dev", "evaluation"]
+groups = ["dev", "evaluation"]
 files = [
     {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
     {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
@@ -3199,7 +3199,7 @@ version = "2.6.7"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "evaluation"]
+groups = ["dev", "evaluation"]
 files = [
     {file = "identify-2.6.7-py2.py3-none-any.whl", hash = "sha256:155931cb617a401807b09ecec6635d6c692d180090a1cedca8ef7d58ba5b6aa0"},
     {file = "identify-2.6.7.tar.gz", hash = "sha256:3fa266b42eba321ee0b2bb0936a6a6b9e36a1351cbb69055b3082f4193035684"},
@@ -3303,7 +3303,7 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "evaluation", "test"]
+groups = ["evaluation", "test"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -5503,7 +5503,7 @@ version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev", "evaluation"]
+groups = ["dev", "evaluation"]
 files = [
     {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
     {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
@@ -5895,16 +5895,18 @@ realtime = ["websockets (>=13,<15)"]
 
 [[package]]
 name = "openhands-aci"
-version = "0.2.4"
+version = "0.2.5"
 description = "An Agent-Computer Interface (ACI) designed for software development agents OpenHands."
 optional = false
-python-versions = "^3.12"
+python-versions = "<4.0,>=3.12"
 groups = ["main"]
-files = []
-develop = false
+files = [
+    {file = "openhands_aci-0.2.5-py3-none-any.whl", hash = "sha256:775a3ea9eacf090ff6fa6819dcc449a359a770f2d25232890441a799b0bd3c2e"},
+    {file = "openhands_aci-0.2.5.tar.gz", hash = "sha256:cfa51834771fb7f35cc754f04ee3b6d8d985df79a6fa4bdd0f57a8a20e9f0883"},
+]
 
 [package.dependencies]
-binaryornot = "^0.4.4"
+binaryornot = ">=0.4.4,<0.5.0"
 flake8 = "*"
 gitpython = "*"
 grep-ast = "0.3.3"
@@ -5912,21 +5914,13 @@ litellm = "*"
 networkx = "*"
 numpy = "*"
 pandas = "*"
-pre-commit = "^4.1.0"
-pytest = "^8.3.4"
 scipy = "*"
-tree-sitter = "^0.24.0"
-tree-sitter-javascript = "^0.23.1"
-tree-sitter-python = "^0.23.6"
-tree-sitter-ruby = "^0.23.1"
-tree-sitter-typescript = "^0.23.2"
-whatthepatch = "^1.0.6"
-
-[package.source]
-type = "git"
-url = "https://github.com/All-Hands-AI/openhands-aci.git"
-reference = "fix-memory-issue"
-resolved_reference = "d906bdd60b397fd8c30033a59d8f47f343d6ede4"
+tree-sitter = ">=0.24.0,<0.25.0"
+tree-sitter-javascript = ">=0.23.1,<0.24.0"
+tree-sitter-python = ">=0.23.6,<0.24.0"
+tree-sitter-ruby = ">=0.23.1,<0.24.0"
+tree-sitter-typescript = ">=0.23.2,<0.24.0"
+whatthepatch = ">=1.0.6,<2.0.0"
 
 [[package]]
 name = "opentelemetry-api"
@@ -6484,7 +6478,7 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "evaluation", "test"]
+groups = ["evaluation", "test"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -6545,7 +6539,7 @@ version = "4.1.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "evaluation"]
+groups = ["dev", "evaluation"]
 files = [
     {file = "pre_commit-4.1.0-py2.py3-none-any.whl", hash = "sha256:d29e7cb346295bcc1cc75fc3e92e343495e3ea0196c9ec6ba53f49f10ab6ae7b"},
     {file = "pre_commit-4.1.0.tar.gz", hash = "sha256:ae3f018575a588e30dfddfab9a05448bfbd6b73d78709617b5a2b853549716d4"},
@@ -7357,7 +7351,7 @@ version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "evaluation", "test"]
+groups = ["evaluation", "test"]
 files = [
     {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
     {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
@@ -10016,7 +10010,7 @@ version = "20.29.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "evaluation"]
+groups = ["dev", "evaluation"]
 files = [
     {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"},
     {file = "virtualenv-20.29.2.tar.gz", hash = "sha256:fdaabebf6d03b5ba83ae0a02cfe96f48a716f4fae556461d180825866f75b728"},
@@ -10795,4 +10789,4 @@ testing = ["coverage[toml]", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "395c20a1f1bda924c1177369ce9c1ae27d12966da64b9fa60d91ca7895995c17"
+content-hash = "583a46735c1704428110581400333ce35cd7f6a3f22e5831beb7315ebeeb377a"
diff --git a/pyproject.toml b/pyproject.toml
index e1ba08237e5f..d8e474d097f4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,7 +67,7 @@ runloop-api-client = "0.23.0"
 libtmux = ">=0.37,<0.40"
 pygithub = "^2.5.0"
 joblib = "*"
-openhands-aci = "^0.2.4"
+openhands-aci = "^0.2.5"
 python-socketio = "^5.11.4"
 redis = "^5.2.0"
 sse-starlette = "^2.1.3"

From 003ebc0dedac57f7e2d5767039d5cb69b29dd174 Mon Sep 17 00:00:00 2001
From: Xingyao Wang <xingyao@all-hands.dev>
Date: Wed, 19 Feb 2025 12:54:34 -0500
Subject: [PATCH 17/23] feat: better error logging for remote runtime (#6805)

---
 openhands/runtime/impl/remote/remote_runtime.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/openhands/runtime/impl/remote/remote_runtime.py b/openhands/runtime/impl/remote/remote_runtime.py
index 70e4217e4718..7e1256d28303 100644
--- a/openhands/runtime/impl/remote/remote_runtime.py
+++ b/openhands/runtime/impl/remote/remote_runtime.py
@@ -153,6 +153,12 @@ def _check_existing_runtime(self) -> bool:
                 return False
             self.log('debug', f'Error while looking for remote runtime: {e}')
             raise
+        except requests.exceptions.JSONDecodeError as e:
+            self.log(
+                'error',
+                f'Invalid JSON response from runtime API: {e}. URL: {self.config.sandbox.remote_runtime_api_url}/sessions/{self.sid}. Response: {response}',
+            )
+            raise
 
         if status == 'running':
             return True

From b95840db0cae321e36a1434a6ab87fc92a9b6da1 Mon Sep 17 00:00:00 2001
From: Engel Nyst <enyst@users.noreply.github.com>
Date: Wed, 19 Feb 2025 19:24:35 +0100
Subject: [PATCH 18/23] hotfix azure (#6806)

---
 openhands/core/config/llm_config.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/openhands/core/config/llm_config.py b/openhands/core/config/llm_config.py
index cee22766df14..5497d7125823 100644
--- a/openhands/core/config/llm_config.py
+++ b/openhands/core/config/llm_config.py
@@ -102,3 +102,9 @@ def model_post_init(self, __context: Any):
             os.environ['OR_SITE_URL'] = self.openrouter_site_url
         if self.openrouter_app_name:
             os.environ['OR_APP_NAME'] = self.openrouter_app_name
+
+        # Assign an API version for Azure models
+        # While it doesn't seem required, the format supported by the API without version seems old and will likely break.
+        # Azure issue: https://github.com/All-Hands-AI/OpenHands/issues/6777
+        if self.model.startswith('azure') and self.api_version is None:
+            self.api_version = '2024-08-01-preview'

From 61ce6734004146a029ee232d8ab87c8b891adc3a Mon Sep 17 00:00:00 2001
From: mamoodi <mamoodiha@gmail.com>
Date: Wed, 19 Feb 2025 14:30:05 -0500
Subject: [PATCH 19/23] Release 0.25.0 (#6782)

---
 Development.md                                              | 2 +-
 README.md                                                   | 6 +++---
 containers/dev/compose.yml                                  | 2 +-
 docker-compose.yml                                          | 2 +-
 .../current/usage/how-to/cli-mode.md                        | 4 ++--
 .../current/usage/how-to/headless-mode.md                   | 4 ++--
 .../current/usage/installation.mdx                          | 6 +++---
 .../current/usage/runtimes.md                               | 2 +-
 .../current/usage/how-to/cli-mode.md                        | 4 ++--
 .../current/usage/how-to/headless-mode.md                   | 4 ++--
 .../current/usage/installation.mdx                          | 6 +++---
 .../current/usage/runtimes.md                               | 2 +-
 docs/modules/usage/how-to/cli-mode.md                       | 4 ++--
 docs/modules/usage/how-to/headless-mode.md                  | 4 ++--
 docs/modules/usage/installation.mdx                         | 6 +++---
 docs/modules/usage/runtimes.md                              | 2 +-
 frontend/package-lock.json                                  | 4 ++--
 frontend/package.json                                       | 2 +-
 pyproject.toml                                              | 4 +---
 19 files changed, 34 insertions(+), 36 deletions(-)

diff --git a/Development.md b/Development.md
index 8d6e35751879..06bf415a7921 100644
--- a/Development.md
+++ b/Development.md
@@ -100,7 +100,7 @@ poetry run pytest ./tests/unit/test_*.py
 To reduce build time (e.g., if no changes were made to the client-runtime component), you can use an existing Docker container image by
 setting the SANDBOX_RUNTIME_CONTAINER_IMAGE environment variable to the desired Docker image.
 
-Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.24-nikolaik`
+Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.25-nikolaik`
 
 ## Develop inside Docker container
 
diff --git a/README.md b/README.md
index 22caad34c99f..51cf52943e94 100644
--- a/README.md
+++ b/README.md
@@ -43,17 +43,17 @@ See the [Running OpenHands](https://docs.all-hands.dev/modules/usage/installatio
 system requirements and more information.
 
 ```bash
-docker pull docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik
+docker pull docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik
 
 docker run -it --rm --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e LOG_ALL_EVENTS=true \
     -v /var/run/docker.sock:/var/run/docker.sock \
     -v ~/.openhands-state:/.openhands-state \
     -p 3000:3000 \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24
+    docker.all-hands.dev/all-hands-ai/openhands:0.25
 ```
 
 You'll find OpenHands running at [http://localhost:3000](http://localhost:3000)!
diff --git a/containers/dev/compose.yml b/containers/dev/compose.yml
index 50c8ed04563f..34245f04efaf 100644
--- a/containers/dev/compose.yml
+++ b/containers/dev/compose.yml
@@ -11,7 +11,7 @@ services:
       - BACKEND_HOST=${BACKEND_HOST:-"0.0.0.0"}
       - SANDBOX_API_HOSTNAME=host.docker.internal
       #
-      - SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.24-nikolaik}
+      - SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.25-nikolaik}
       - SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234}
       - WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
     ports:
diff --git a/docker-compose.yml b/docker-compose.yml
index 4353b7b6bb5b..6407f78b4030 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -7,7 +7,7 @@ services:
     image: openhands:latest
     container_name: openhands-app-${DATE:-}
     environment:
-      - SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik}
+      - SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik}
       #- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234} # enable this only if you want a specific non-root sandbox user but you will have to manually adjust permissions of openhands-state for this user
       - WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
     ports:
diff --git a/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md b/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md
index 6a666e91f8d3..c00beec86d72 100644
--- a/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md
+++ b/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md
@@ -52,7 +52,7 @@ LLM_API_KEY="sk_test_12345"
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -61,7 +61,7 @@ docker run -it \
     -v /var/run/docker.sock:/var/run/docker.sock \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.cli
 ```
 
diff --git a/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md b/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md
index a72cd57f0cc1..1151e1e60df8 100644
--- a/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md
+++ b/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md
@@ -46,7 +46,7 @@ LLM_API_KEY="sk_test_12345"
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -56,6 +56,6 @@ docker run -it \
     -v /var/run/docker.sock:/var/run/docker.sock \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.main -t "write a bash script that prints hi" --no-auto-continue
 ```
diff --git a/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/installation.mdx b/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/installation.mdx
index 6a1789214923..79a9bf0acdb7 100644
--- a/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/installation.mdx
+++ b/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/installation.mdx
@@ -13,16 +13,16 @@
 La façon la plus simple d'exécuter OpenHands est avec Docker.
 
 ```bash
-docker pull docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik
+docker pull docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik
 
 docker run -it --rm --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e LOG_ALL_EVENTS=true \
     -v /var/run/docker.sock:/var/run/docker.sock \
     -p 3000:3000 \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24
+    docker.all-hands.dev/all-hands-ai/openhands:0.25
 ```
 
 Vous pouvez également exécuter OpenHands en mode [headless scriptable](https://docs.all-hands.dev/modules/usage/how-to/headless-mode), en tant que [CLI interactive](https://docs.all-hands.dev/modules/usage/how-to/cli-mode), ou en utilisant l'[Action GitHub OpenHands](https://docs.all-hands.dev/modules/usage/how-to/github-action).
diff --git a/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/runtimes.md b/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/runtimes.md
index 865489d34841..d256032b4c4c 100644
--- a/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/runtimes.md
+++ b/docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/runtimes.md
@@ -13,7 +13,7 @@ C'est le Runtime par défaut qui est utilisé lorsque vous démarrez OpenHands.
 
 ```
 docker run # ...
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -v /var/run/docker.sock:/var/run/docker.sock \
     # ...
 ```
diff --git a/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md b/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md
index 57b95b719570..4aafa581294b 100644
--- a/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md
+++ b/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md
@@ -50,7 +50,7 @@ LLM_API_KEY="sk_test_12345"
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -59,7 +59,7 @@ docker run -it \
     -v /var/run/docker.sock:/var/run/docker.sock \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.cli
 ```
 
diff --git a/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md b/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md
index 44a4b5bc6f63..a164f3a9ba8b 100644
--- a/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md
+++ b/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md
@@ -47,7 +47,7 @@ LLM_API_KEY="sk_test_12345"
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -57,6 +57,6 @@ docker run -it \
     -v /var/run/docker.sock:/var/run/docker.sock \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.main -t "write a bash script that prints hi" --no-auto-continue
 ```
diff --git a/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/installation.mdx b/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/installation.mdx
index 2d20773af4bc..4988d8d4c7da 100644
--- a/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/installation.mdx
+++ b/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/installation.mdx
@@ -11,16 +11,16 @@
 在 Docker 中运行 OpenHands 是最简单的方式。
 
 ```bash
-docker pull docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik
+docker pull docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik
 
 docker run -it --rm --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e LOG_ALL_EVENTS=true \
     -v /var/run/docker.sock:/var/run/docker.sock \
     -p 3000:3000 \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24
+    docker.all-hands.dev/all-hands-ai/openhands:0.25
 ```
 
 你也可以在可脚本化的[无头模式](https://docs.all-hands.dev/modules/usage/how-to/headless-mode)下运行 OpenHands，作为[交互式 CLI](https://docs.all-hands.dev/modules/usage/how-to/cli-mode)，或使用 [OpenHands GitHub Action](https://docs.all-hands.dev/modules/usage/how-to/github-action)。
diff --git a/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/runtimes.md b/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/runtimes.md
index 5786ce571c81..e2d4bde47a2e 100644
--- a/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/runtimes.md
+++ b/docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/runtimes.md
@@ -11,7 +11,7 @@
 
 ```
 docker run # ...
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -v /var/run/docker.sock:/var/run/docker.sock \
     # ...
 ```
diff --git a/docs/modules/usage/how-to/cli-mode.md b/docs/modules/usage/how-to/cli-mode.md
index 612f1590eac9..630f63b9697a 100644
--- a/docs/modules/usage/how-to/cli-mode.md
+++ b/docs/modules/usage/how-to/cli-mode.md
@@ -35,7 +35,7 @@ To run OpenHands in CLI mode with Docker:
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -45,7 +45,7 @@ docker run -it \
     -v ~/.openhands-state:/.openhands-state \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.cli
 ```
 
diff --git a/docs/modules/usage/how-to/headless-mode.md b/docs/modules/usage/how-to/headless-mode.md
index b751dc3000d1..e68b1e494934 100644
--- a/docs/modules/usage/how-to/headless-mode.md
+++ b/docs/modules/usage/how-to/headless-mode.md
@@ -32,7 +32,7 @@ To run OpenHands in Headless mode with Docker:
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -43,7 +43,7 @@ docker run -it \
     -v ~/.openhands-state:/.openhands-state \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.main -t "write a bash script that prints hi"
 ```
 
diff --git a/docs/modules/usage/installation.mdx b/docs/modules/usage/installation.mdx
index 72d5300f3f03..64a6014e7d8d 100644
--- a/docs/modules/usage/installation.mdx
+++ b/docs/modules/usage/installation.mdx
@@ -56,17 +56,17 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
 The easiest way to run OpenHands is in Docker.
 
 ```bash
-docker pull docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik
+docker pull docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik
 
 docker run -it --rm --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e LOG_ALL_EVENTS=true \
     -v /var/run/docker.sock:/var/run/docker.sock \
     -v ~/.openhands-state:/.openhands-state \
     -p 3000:3000 \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app \
-    docker.all-hands.dev/all-hands-ai/openhands:0.24
+    docker.all-hands.dev/all-hands-ai/openhands:0.25
 ```
 
 You'll find OpenHands running at http://localhost:3000!
diff --git a/docs/modules/usage/runtimes.md b/docs/modules/usage/runtimes.md
index 740a53b00482..1fb2d0f4236d 100644
--- a/docs/modules/usage/runtimes.md
+++ b/docs/modules/usage/runtimes.md
@@ -16,7 +16,7 @@ some flags being passed to `docker run` that make this possible:
 
 ```
 docker run # ...
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.24-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -v /var/run/docker.sock:/var/run/docker.sock \
     # ...
 ```
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index f03e27c271f6..12eb28118046 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "openhands-frontend",
-  "version": "0.24.0",
+  "version": "0.25.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "openhands-frontend",
-      "version": "0.24.0",
+      "version": "0.25.0",
       "dependencies": {
         "@heroui/react": "2.6.14",
         "@monaco-editor/react": "^4.7.0-rc.0",
diff --git a/frontend/package.json b/frontend/package.json
index b840a3e51418..4fc89d93629d 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -1,6 +1,6 @@
 {
   "name": "openhands-frontend",
-  "version": "0.24.0",
+  "version": "0.25.0",
   "private": true,
   "type": "module",
   "engines": {
diff --git a/pyproject.toml b/pyproject.toml
index d8e474d097f4..b11d2e8991b8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "openhands-ai"
-version = "0.24.0"
+version = "0.25.0"
 description = "OpenHands: Code Less, Make More"
 authors = ["OpenHands"]
 license = "MIT"
@@ -108,7 +108,6 @@ reportlab = "*"
 [tool.coverage.run]
 concurrency = ["gevent"]
 
-
 [tool.poetry.group.runtime.dependencies]
 jupyterlab = "*"
 notebook = "*"
@@ -137,7 +136,6 @@ ignore = ["D1"]
 [tool.ruff.lint.pydocstyle]
 convention = "google"
 
-
 [tool.poetry.group.evaluation.dependencies]
 streamlit = "*"
 whatthepatch = "*"

From e92e4a1cbc8b3788c35266b5a73599847e922414 Mon Sep 17 00:00:00 2001
From: mamoodi <mamoodiha@gmail.com>
Date: Wed, 19 Feb 2025 14:30:36 -0500
Subject: [PATCH 20/23] Update documentation with new settings page (#6716)

Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
---
 docs/DOC_STYLE_GUIDE.md                  |   8 ++
 docs/modules/usage/how-to/gui-mode.md    | 124 ++++++++++-------------
 docs/modules/usage/installation.mdx      |  30 +++---
 docs/modules/usage/llms/azure-llms.md    |   2 +-
 docs/modules/usage/llms/google-llms.md   |   4 +-
 docs/modules/usage/llms/groq.md          |   4 +-
 docs/modules/usage/llms/litellm-proxy.md |   2 +-
 docs/modules/usage/llms/llms.md          |   2 +-
 docs/modules/usage/llms/openai-llms.md   |   4 +-
 docs/modules/usage/llms/openrouter.md    |   2 +-
 docs/sidebars.ts                         |   2 +-
 docs/src/pages/index.tsx                 |  11 ++
 docs/static/img/settings-advanced.png    | Bin 28576 -> 0 bytes
 docs/static/img/settings-screenshot.png  | Bin 33797 -> 0 bytes
 14 files changed, 101 insertions(+), 94 deletions(-)
 delete mode 100644 docs/static/img/settings-advanced.png
 delete mode 100644 docs/static/img/settings-screenshot.png

diff --git a/docs/DOC_STYLE_GUIDE.md b/docs/DOC_STYLE_GUIDE.md
index a55af799b112..93b916b0e85a 100644
--- a/docs/DOC_STYLE_GUIDE.md
+++ b/docs/DOC_STYLE_GUIDE.md
@@ -46,3 +46,11 @@ docker run -it \
     -e THAT=that
     ...
 ```
+
+### Referring to UI Elements
+
+When referencing UI elements, use ``.
+
+Example:
+1. Toggle the `Advanced` option
+2. Enter your model in the `Custom Model` textbox.
diff --git a/docs/modules/usage/how-to/gui-mode.md b/docs/modules/usage/how-to/gui-mode.md
index 483f8869e9eb..200e4ce3e0dc 100644
--- a/docs/modules/usage/how-to/gui-mode.md
+++ b/docs/modules/usage/how-to/gui-mode.md
@@ -1,9 +1,6 @@
 # GUI Mode
 
-## Introduction
-
-OpenHands provides a user-friendly Graphical User Interface (GUI) mode for interacting with the AI assistant.
-This mode offers an intuitive way to set up the environment, manage settings, and communicate with the AI.
+OpenHands provides a Graphical User Interface (GUI) mode for interacting with the AI assistant.
 
 ## Installation and Setup
 
@@ -14,104 +11,95 @@ This mode offers an intuitive way to set up the environment, manage settings, an
 
 ### Initial Setup
 
-1. Upon first launch, you'll see a settings modal.
-2. Select an `LLM Provider` and `LLM Model` from the dropdown menus.
+1. Upon first launch, you'll see a settings page.
+2. Select an `LLM Provider` and `LLM Model` from the dropdown menus. If the required model does not exist in the list,
+   toggle `Advanced` options and enter it with the correct prefix in the `Custom Model` text box.
 3. Enter the corresponding `API Key` for your chosen provider.
-4. Click "Save" to apply the settings.
+4. Click `Save Changes` to apply the settings.
 
 ### GitHub Token Setup
 
 OpenHands automatically exports a `GITHUB_TOKEN` to the shell environment if it is available. This can happen in two ways:
 
-- **Locally (OSS)**: The user directly inputs their GitHub token.
-- **Online (SaaS)**: The token is obtained through GitHub OAuth authentication.
-
-#### Setting Up a Local GitHub Token
-
-1. **Generate a Personal Access Token (PAT)**:
-   - Go to GitHub Settings > Developer Settings > Personal Access Tokens > Tokens (classic).
-   - Click "Generate new token (classic)".
+- **Local Installation**: The user directly inputs their GitHub token.
+<details>
+  <summary>Setting Up a GitHub Token</summary>
+  1. **Generate a Personal Access Token (PAT)**:
+   - On GitHub, go to Settings > Developer Settings > Personal Access Tokens > Tokens (classic).
+   - Click `Generate new token (classic)`.
    - Required scopes:
      - `repo` (Full control of private repositories)
-     - `workflow` (Update GitHub Action workflows)
-     - `read:org` (Read organization data)
+  2. **Enter Token in OpenHands**:
+   - Click the Settings button (gear icon).
+   - Navigate to the `GitHub Settings` section.
+   - Paste your token in the `GitHub Token` field.
+   - Click `Save Changes` to apply the changes.
+</details>
 
-2. **Enter Token in OpenHands**:
-   - Click the Settings button (gear icon) in the top right.
-   - Navigate to the "GitHub" section.
-   - Paste your token in the "GitHub Token" field.
-   - Click "Save" to apply the changes.
+<details>
+  <summary>Organizational Token Policies</summary>
 
-#### Organizational Token Policies
+  If you're working with organizational repositories, additional setup may be required:
 
-If you're working with organizational repositories, additional setup may be required:
-
-1. **Check Organization Requirements**:
+  1. **Check Organization Requirements**:
    - Organization admins may enforce specific token policies.
    - Some organizations require tokens to be created with SSO enabled.
    - Review your organization's [token policy settings](https://docs.github.com/en/organizations/managing-programmatic-access-to-your-organization/setting-a-personal-access-token-policy-for-your-organization).
-
-2. **Verify Organization Access**:
+  2. **Verify Organization Access**:
    - Go to your token settings on GitHub.
-   - Look for the organization under "Organization access".
-   - If required, click "Enable SSO" next to your organization.
+   - Look for the organization under `Organization access`.
+   - If required, click `Enable SSO` next to your organization.
    - Complete the SSO authorization process.
+</details>
+
+<details>
+  <summary>Troubleshooting</summary>
+
+  Common issues and solutions:
+
+  - **Token Not Recognized**:
+     - Ensure the token is properly saved in settings.
+     - Check that the token hasn't expired.
+     - Verify the token has the required scopes.
+     - Try regenerating the token.
+
+  - **Organization Access Denied**:
+     - Check if SSO is required but not enabled.
+     - Verify organization membership.
+     - Contact organization admin if token policies are blocking access.
 
-#### OAuth Authentication (Online Mode)
+  - **Verifying Token Works**:
+     - The app will show a green checkmark if the token is valid.
+     - Try accessing a repository to confirm permissions.
+     - Check the browser console for any error messages.
+</details>
 
-When using OpenHands in online mode, the GitHub OAuth flow:
+- **OpenHands Cloud**: The token is obtained through GitHub OAuth authentication.
 
-1. Requests the following permissions:
+<details>
+  <summary>OAuth Authentication</summary>
+
+  When using OpenHands Cloud, the GitHub OAuth flow requests the following permissions:
    - Repository access (read/write)
    - Workflow management
    - Organization read access
 
-2. Authentication steps:
-   - Click "Sign in with GitHub" when prompted.
+  To authenticate OpenHands:
+   - Click `Sign in with GitHub` when prompted.
    - Review the requested permissions.
    - Authorize OpenHands to access your GitHub account.
    - If using an organization, authorize organization access if prompted.
-
-#### Troubleshooting
-
-Common issues and solutions:
-
-- **Token Not Recognized**:
-   - Ensure the token is properly saved in settings.
-   - Check that the token hasn't expired.
-   - Verify the token has the required scopes.
-   - Try regenerating the token.
-
-- **Organization Access Denied**:
-   - Check if SSO is required but not enabled.
-   - Verify organization membership.
-   - Contact organization admin if token policies are blocking access.
-
-- **Verifying Token Works**:
-   - The app will show a green checkmark if the token is valid.
-   - Try accessing a repository to confirm permissions.
-   - Check the browser console for any error messages.
-   - Use the "Test Connection" button in settings if available.
+</details>
 
 ### Advanced Settings
 
-1. Toggle `Advanced Options` to access additional settings.
+1. Inside the Settings page, toggle `Advanced` options to access additional settings.
 2. Use the `Custom Model` text box to manually enter a model if it's not in the list.
 3. Specify a `Base URL` if required by your LLM provider.
 
-### Main Interface
-
-The main interface consists of several key components:
-
-- **Chat Window**: The central area where you can view the conversation history with the AI assistant.
-- **Input Box**: Located at the bottom of the screen, use this to type your messages or commands to the AI.
-- **Send Button**: Click this to send your message to the AI.
-- **Settings Button**: A gear icon that opens the settings modal, allowing you to adjust your configuration at any time.
-- **Workspace Panel**: Displays the files and folders in your workspace, allowing you to navigate and view files, or the agent's past commands or web browsing history.
-
 ### Interacting with the AI
 
-1. Type your question, request, or task description in the input box.
+1. Type your prompt in the input box.
 2. Click the send button or press Enter to submit your message.
 3. The AI will process your input and provide a response in the chat window.
 4. You can continue the conversation by asking follow-up questions or providing additional information.
diff --git a/docs/modules/usage/installation.mdx b/docs/modules/usage/installation.mdx
index 64a6014e7d8d..610be444fef4 100644
--- a/docs/modules/usage/installation.mdx
+++ b/docs/modules/usage/installation.mdx
@@ -12,7 +12,8 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
 
 <details>
   <summary>MacOS</summary>
-  ### Docker Desktop
+
+  **Docker Desktop**
 
   1. [Install Docker Desktop on Mac](https://docs.docker.com/desktop/setup/install/mac-install).
   2. Open Docker Desktop, go to `Settings > Advanced` and ensure `Allow the default Docker socket to be used` is enabled.
@@ -25,7 +26,7 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
   Tested with Ubuntu 22.04.
   :::
 
-  ### Docker Desktop
+  **Docker Desktop**
 
   1. [Install Docker Desktop on Linux](https://docs.docker.com/desktop/setup/install/linux/).
 
@@ -33,12 +34,13 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
 
 <details>
   <summary>Windows</summary>
-  ### WSL
+
+  **WSL**
 
   1. [Install WSL](https://learn.microsoft.com/en-us/windows/wsl/install).
   2. Run `wsl --version` in powershell and confirm `Default Version: 2`.
 
-  ### Docker Desktop
+  **Docker Desktop**
 
   1. [Install Docker Desktop on Windows](https://docs.docker.com/desktop/setup/install/windows-install).
   2. Open Docker Desktop, go to `Settings` and confirm the following:
@@ -78,24 +80,22 @@ or run it on tagged issues with [a github action](https://docs.all-hands.dev/mod
 
 ## Setup
 
-Upon launching OpenHands, you'll see a settings modal. You **must** select an `LLM Provider` and `LLM Model` and enter a corresponding `API Key`.
+Upon launching OpenHands, you'll see a Settings page. You **must** select an `LLM Provider` and `LLM Model` and enter a corresponding `API Key`.
 These can be changed at any time by selecting the `Settings` button (gear icon) in the UI.
 
-If the required `LLM Model` does not exist in the list, you can toggle `Advanced Options` and manually enter it with the correct prefix
+If the required model does not exist in the list, you can toggle `Advanced` options and manually enter it with the correct prefix
 in the `Custom Model` text box.
-The `Advanced Options` also allow you to specify a `Base URL` if required.
+The `Advanced` options also allow you to specify a `Base URL` if required.
 
-<div style={{ display: 'flex', justifyContent: 'center', gap: '20px' }}>
-  <img src="/img/settings-screenshot.png" alt="settings-modal" width="340" />
-  <img src="/img/settings-advanced.png" alt="settings-modal" width="335" />
-</div>
+Now you're ready to [get started with OpenHands](./getting-started).
 
 ## Versions
 
-The command above pulls the most recent stable release of OpenHands. You have other options as well:
-- For a specific release, use `docker.all-hands.dev/all-hands-ai/openhands:$VERSION`, replacing $VERSION with the version number.
-- We use semver, and release major, minor, and patch tags. So `0.9` will automatically point to the latest `0.9.x` release, and `0` will point to the latest `0.x.x` release.
-- For the most up-to-date development version, you can use `docker.all-hands.dev/all-hands-ai/openhands:main`. This version is unstable and is recommended for testing or development purposes only.
+The [docker command above](./installation#start-the-app) pulls the most recent stable release of OpenHands. You have other options as well:
+- For a specific release, replace $VERSION in `openhands:$VERSION` and `runtime:$VERSION`, with the version number.
+We use SemVer so `0.9` will automatically point to the latest `0.9.x` release, and `0` will point to the latest `0.x.x` release.
+- For the most up-to-date development version, replace $VERSION in `openhands:$VERSION` and `runtime:$VERSION`, with `main`.
+This version is unstable and is recommended for testing or development purposes only.
 
 You can choose the tag that best suits your needs based on stability requirements and desired features.
 
diff --git a/docs/modules/usage/llms/azure-llms.md b/docs/modules/usage/llms/azure-llms.md
index 7046fe7bf536..84f16627ab31 100644
--- a/docs/modules/usage/llms/azure-llms.md
+++ b/docs/modules/usage/llms/azure-llms.md
@@ -25,7 +25,7 @@ You will need your ChatGPT deployment name which can be found on the deployments
 &lt;deployment-name&gt; below.
 :::
 
-1. Enable `Advanced Options`
+1. Enable `Advanced` options
 2. Set the following:
    - `Custom Model` to azure/&lt;deployment-name&gt;
    - `Base URL` to your Azure API Base URL (e.g. `https://example-endpoint.openai.azure.com`)
diff --git a/docs/modules/usage/llms/google-llms.md b/docs/modules/usage/llms/google-llms.md
index d89ba389f057..74e9015ffb0a 100644
--- a/docs/modules/usage/llms/google-llms.md
+++ b/docs/modules/usage/llms/google-llms.md
@@ -10,7 +10,7 @@ OpenHands uses LiteLLM to make calls to Google's chat models. You can find their
 When running OpenHands, you'll need to set the following in the OpenHands UI through the Settings:
 - `LLM Provider` to `Gemini`
 - `LLM Model` to the model you will be using.
-If the model is not in the list, toggle `Advanced Options`, and enter it in `Custom Model` (e.g. gemini/&lt;model-name&gt; like `gemini/gemini-1.5-pro`).
+If the model is not in the list, toggle `Advanced` options, and enter it in `Custom Model` (e.g. gemini/&lt;model-name&gt; like `gemini/gemini-1.5-pro`).
 - `API Key` to your Gemini API key
 
 ## VertexAI - Google Cloud Platform Configs
@@ -27,4 +27,4 @@ VERTEXAI_LOCATION="<your-gcp-location>"
 Then set the following in the OpenHands UI through the Settings:
 - `LLM Provider` to `VertexAI`
 - `LLM Model` to the model you will be using.
-If the model is not in the list, toggle `Advanced Options`, and enter it in `Custom Model` (e.g. vertex_ai/&lt;model-name&gt;).
+If the model is not in the list, toggle `Advanced` options, and enter it in `Custom Model` (e.g. vertex_ai/&lt;model-name&gt;).
diff --git a/docs/modules/usage/llms/groq.md b/docs/modules/usage/llms/groq.md
index d484d5e3a4e1..0de104cf1400 100644
--- a/docs/modules/usage/llms/groq.md
+++ b/docs/modules/usage/llms/groq.md
@@ -8,7 +8,7 @@ When running OpenHands, you'll need to set the following in the OpenHands UI thr
 - `LLM Provider` to `Groq`
 - `LLM Model` to the model you will be using. [Visit here to see the list of
 models that Groq hosts](https://console.groq.com/docs/models). If the model is not in the list, toggle
-`Advanced Options`, and enter it in `Custom Model` (e.g. groq/&lt;model-name&gt; like `groq/llama3-70b-8192`).
+`Advanced` options, and enter it in `Custom Model` (e.g. groq/&lt;model-name&gt; like `groq/llama3-70b-8192`).
 - `API key` to your Groq API key. To find or create your Groq API Key, [see here](https://console.groq.com/keys).
 
 
@@ -17,7 +17,7 @@ models that Groq hosts](https://console.groq.com/docs/models). If the model is n
 
 The Groq endpoint for chat completion is [mostly OpenAI-compatible](https://console.groq.com/docs/openai). Therefore, you can access Groq models as you
 would access any OpenAI-compatible endpoint. In the OpenHands UI through the Settings:
-1. Enable `Advanced Options`
+1. Enable `Advanced` options
 2. Set the following:
    - `Custom Model` to the prefix `openai/` + the model you will be using (e.g. `openai/llama3-70b-8192`)
    - `Base URL` to `https://api.groq.com/openai/v1`
diff --git a/docs/modules/usage/llms/litellm-proxy.md b/docs/modules/usage/llms/litellm-proxy.md
index 9178bc5c33ea..21413e0ef191 100644
--- a/docs/modules/usage/llms/litellm-proxy.md
+++ b/docs/modules/usage/llms/litellm-proxy.md
@@ -8,7 +8,7 @@ To use LiteLLM proxy with OpenHands, you need to:
 
 1. Set up a LiteLLM proxy server (see [LiteLLM documentation](https://docs.litellm.ai/docs/proxy/quick_start))
 2. When running OpenHands, you'll need to set the following in the OpenHands UI through the Settings:
-  * Enable `Advanced Options`
+  * Enable `Advanced` options
   * `Custom Model` to the prefix `litellm_proxy/` + the model you will be using (e.g. `litellm_proxy/anthropic.claude-3-5-sonnet-20241022-v2:0`)
   * `Base URL` to your LiteLLM proxy URL (e.g. `https://your-litellm-proxy.com`)
   * `API Key` to your LiteLLM proxy API key
diff --git a/docs/modules/usage/llms/llms.md b/docs/modules/usage/llms/llms.md
index f4fa118dd02e..c2b08d013491 100644
--- a/docs/modules/usage/llms/llms.md
+++ b/docs/modules/usage/llms/llms.md
@@ -38,7 +38,7 @@ The following can be set in the OpenHands UI through the Settings:
 - `LLM Provider`
 - `LLM Model`
 - `API Key`
-- `Base URL` (through `Advanced Settings`)
+- `Base URL` (through `Advanced` settings)
 
 There are some settings that may be necessary for some LLMs/providers that cannot be set through the UI. Instead, these
 can be set through environment variables passed to the [docker run command](/modules/usage/installation#start-the-app)
diff --git a/docs/modules/usage/llms/openai-llms.md b/docs/modules/usage/llms/openai-llms.md
index 9157c7cac8bb..d0358989691a 100644
--- a/docs/modules/usage/llms/openai-llms.md
+++ b/docs/modules/usage/llms/openai-llms.md
@@ -8,7 +8,7 @@ When running OpenHands, you'll need to set the following in the OpenHands UI thr
 * `LLM Provider` to `OpenAI`
 * `LLM Model` to the model you will be using.
 [Visit here to see a full list of OpenAI models that LiteLLM supports.](https://docs.litellm.ai/docs/providers/openai#openai-chat-completion-models)
-If the model is not in the list, toggle `Advanced Options`, and enter it in `Custom Model` (e.g. openai/&lt;model-name&gt; like `openai/gpt-4o`).
+If the model is not in the list, toggle `Advanced` options, and enter it in `Custom Model` (e.g. openai/&lt;model-name&gt; like `openai/gpt-4o`).
 * `API Key` to your OpenAI API key. To find or create your OpenAI Project API Key, [see here](https://platform.openai.com/api-keys).
 
 ## Using OpenAI-Compatible Endpoints
@@ -18,7 +18,7 @@ Just as for OpenAI Chat completions, we use LiteLLM for OpenAI-compatible endpoi
 ## Using an OpenAI Proxy
 
 If you're using an OpenAI proxy, in the OpenHands UI through the Settings:
-1. Enable `Advanced Options`
+1. Enable `Advanced` options
 2. Set the following:
    - `Custom Model` to openai/&lt;model-name&gt; (e.g. `openai/gpt-4o` or openai/&lt;proxy-prefix&gt;/&lt;model-name&gt;)
    - `Base URL` to the URL of your OpenAI proxy
diff --git a/docs/modules/usage/llms/openrouter.md b/docs/modules/usage/llms/openrouter.md
index 247d0a0558f1..2b5204d26c82 100644
--- a/docs/modules/usage/llms/openrouter.md
+++ b/docs/modules/usage/llms/openrouter.md
@@ -8,5 +8,5 @@ When running OpenHands, you'll need to set the following in the OpenHands UI thr
 * `LLM Provider` to `OpenRouter`
 * `LLM Model` to the model you will be using.
 [Visit here to see a full list of OpenRouter models](https://openrouter.ai/models).
-If the model is not in the list, toggle `Advanced Options`, and enter it in `Custom Model` (e.g. openrouter/&lt;model-name&gt; like `openrouter/anthropic/claude-3.5-sonnet`).
+If the model is not in the list, toggle `Advanced` options, and enter it in `Custom Model` (e.g. openrouter/&lt;model-name&gt; like `openrouter/anthropic/claude-3.5-sonnet`).
 * `API Key` to your OpenRouter API key.
diff --git a/docs/sidebars.ts b/docs/sidebars.ts
index da416ac30b91..f71e36a0b571 100644
--- a/docs/sidebars.ts
+++ b/docs/sidebars.ts
@@ -66,7 +66,7 @@ const sidebars: SidebarsConfig = {
         },
         {
           type: 'doc',
-          label: 'Github Actions',
+          label: 'Github Action',
           id: 'usage/how-to/github-action',
         },
         {
diff --git a/docs/src/pages/index.tsx b/docs/src/pages/index.tsx
index a2df79a259a5..6f20f1eb776d 100644
--- a/docs/src/pages/index.tsx
+++ b/docs/src/pages/index.tsx
@@ -23,6 +23,17 @@ export default function Home(): JSX.Element {
       })}
     >
       <HomepageHeader />
+      <div style={{ textAlign: 'center', padding: '2rem' }}>
+        <br />
+        <h2>Most Popular Links</h2>
+        <ul style={{ listStyleType: 'none'}}>
+          <li><a href="/modules/usage/Installation">How to Run OpenHands</a></li>
+          <li><a href="/modules/usage/prompting/microagents-repo">Customizing OpenHands to a repository</a></li>
+          <li><a href="/modules/usage/how-to/github-action">Integrating OpenHands with Github</a></li>
+          <li><a href="/modules/usage/llms#model-recommendations">Recommended models to use</a></li>
+          <li><a href="/modules/usage/runtimes#connecting-to-your-filesystem">Connecting OpenHands to your filesystem</a></li>
+        </ul>
+      </div>
     </Layout>
   );
 }
diff --git a/docs/static/img/settings-advanced.png b/docs/static/img/settings-advanced.png
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In7-ft0fd)^rT_o{


From 663e36109c850db20d3c682ca3201ab4d600ebb0 Mon Sep 17 00:00:00 2001
From: Engel Nyst <enyst@users.noreply.github.com>
Date: Wed, 19 Feb 2025 20:40:40 +0100
Subject: [PATCH 21/23] Clean up NullObservations from the stream (#6260)

---
 openhands/agenthub/dummy_agent/agent.py |  3 +--
 openhands/core/cli.py                   | 26 ++++++++++++-------------
 openhands/events/utils.py               |  4 +++-
 openhands/runtime/base.py               |  3 +++
 4 files changed, 19 insertions(+), 17 deletions(-)

diff --git a/openhands/agenthub/dummy_agent/agent.py b/openhands/agenthub/dummy_agent/agent.py
index f7a654bf75b4..b420a3d5d8ae 100644
--- a/openhands/agenthub/dummy_agent/agent.py
+++ b/openhands/agenthub/dummy_agent/agent.py
@@ -22,7 +22,6 @@
     CmdOutputObservation,
     FileReadObservation,
     FileWriteObservation,
-    NullObservation,
     Observation,
 )
 from openhands.events.serialization.event import event_to_dict
@@ -109,7 +108,7 @@ def __init__(self, llm: LLM, config: AgentConfig):
             },
             {
                 'action': AgentRejectAction(),
-                'observations': [NullObservation('')],
+                'observations': [AgentStateChangedObservation('', AgentState.REJECTED)],
             },
             {
                 'action': AgentFinishAction(
diff --git a/openhands/core/cli.py b/openhands/core/cli.py
index 1e31537155ac..34186cd5fc8a 100644
--- a/openhands/core/cli.py
+++ b/openhands/core/cli.py
@@ -29,7 +29,6 @@
     AgentStateChangedObservation,
     CmdOutputObservation,
     FileEditObservation,
-    NullObservation,
 )
 
 
@@ -143,19 +142,18 @@ async def on_event_async(event: Event):
                 AgentState.FINISHED,
             ]:
                 await prompt_for_next_task()
-        if (
-            isinstance(event, NullObservation)
-            and controller.state.agent_state == AgentState.AWAITING_USER_CONFIRMATION
-        ):
-            user_confirmed = await prompt_for_user_confirmation()
-            if user_confirmed:
-                event_stream.add_event(
-                    ChangeAgentStateAction(AgentState.USER_CONFIRMED), EventSource.USER
-                )
-            else:
-                event_stream.add_event(
-                    ChangeAgentStateAction(AgentState.USER_REJECTED), EventSource.USER
-                )
+            if event.agent_state == AgentState.AWAITING_USER_CONFIRMATION:
+                user_confirmed = await prompt_for_user_confirmation()
+                if user_confirmed:
+                    event_stream.add_event(
+                        ChangeAgentStateAction(AgentState.USER_CONFIRMED),
+                        EventSource.USER,
+                    )
+                else:
+                    event_stream.add_event(
+                        ChangeAgentStateAction(AgentState.USER_REJECTED),
+                        EventSource.USER,
+                    )
 
     def on_event(event: Event) -> None:
         loop.create_task(on_event_async(event))
diff --git a/openhands/events/utils.py b/openhands/events/utils.py
index bf710edcd7bd..cfc2dd804c3a 100644
--- a/openhands/events/utils.py
+++ b/openhands/events/utils.py
@@ -10,7 +10,9 @@
 
 
 def get_pairs_from_events(events: list[Event]) -> list[tuple[Action, Observation]]:
-    """Return the history as a list of tuples (action, observation)."""
+    """Return the history as a list of tuples (action, observation).
+
+    This function is a compatibility function for evals reading and visualization working with old histories."""
     tuples: list[tuple[Action, Observation]] = []
     action_map: dict[int, Action] = {}
     observation_map: dict[int, Observation] = {}
diff --git a/openhands/runtime/base.py b/openhands/runtime/base.py
index 983fc67fa898..8cdd17e18ead 100644
--- a/openhands/runtime/base.py
+++ b/openhands/runtime/base.py
@@ -254,6 +254,9 @@ async def _handle_action(self, event: Action) -> None:
 
         # this might be unnecessary, since source should be set by the event stream when we're here
         source = event.source if event.source else EventSource.AGENT
+        if isinstance(observation, NullObservation):
+            # don't add null observations to the event stream
+            return
         self.event_stream.add_event(observation, source)  # type: ignore[arg-type]
 
     def clone_repo(

From eed7e2dd6e4b94a3e69e3f287068090978198ac4 Mon Sep 17 00:00:00 2001
From: Engel Nyst <enyst@users.noreply.github.com>
Date: Wed, 19 Feb 2025 22:10:14 +0100
Subject: [PATCH 22/23] Refactor I/O utils; allow 'task' command line parameter
 in cli.py (#6187)

Co-authored-by: OpenHands Bot <openhands@all-hands.dev>
---
 openhands/agenthub/micro/agent.py    |  2 +-
 openhands/core/cli.py                | 36 +++++++++----------
 openhands/core/main.py               | 52 ++++++----------------------
 openhands/core/utils/__init__.py     |  0
 openhands/events/stream.py           |  2 +-
 openhands/io/__init__.py             | 10 ++++++
 openhands/io/io.py                   | 40 +++++++++++++++++++++
 openhands/{core/utils => io}/json.py |  0
 openhands/llm/llm.py                 |  4 +--
 tests/unit/test_cli.py               |  6 ++--
 tests/unit/test_json.py              |  2 +-
 tests/unit/test_json_encoder.py      |  2 +-
 tests/unit/test_response_parsing.py  |  2 +-
 13 files changed, 88 insertions(+), 70 deletions(-)
 delete mode 100644 openhands/core/utils/__init__.py
 create mode 100644 openhands/io/__init__.py
 create mode 100644 openhands/io/io.py
 rename openhands/{core/utils => io}/json.py (100%)

diff --git a/openhands/agenthub/micro/agent.py b/openhands/agenthub/micro/agent.py
index 2c22e3840a51..37de035c461d 100644
--- a/openhands/agenthub/micro/agent.py
+++ b/openhands/agenthub/micro/agent.py
@@ -6,11 +6,11 @@
 from openhands.controller.state.state import State
 from openhands.core.config import AgentConfig
 from openhands.core.message import ImageContent, Message, TextContent
-from openhands.core.utils import json
 from openhands.events.action import Action
 from openhands.events.event import Event
 from openhands.events.serialization.action import action_from_dict
 from openhands.events.serialization.event import event_to_memory
+from openhands.io import json
 from openhands.llm.llm import LLM
 
 
diff --git a/openhands/core/cli.py b/openhands/core/cli.py
index 34186cd5fc8a..05a390d8b815 100644
--- a/openhands/core/cli.py
+++ b/openhands/core/cli.py
@@ -30,6 +30,7 @@
     CmdOutputObservation,
     FileEditObservation,
 )
+from openhands.io import read_input, read_task
 
 
 def display_message(message: str):
@@ -82,21 +83,6 @@ def display_event(event: Event, config: AppConfig):
         display_confirmation(event.confirmation_state)
 
 
-def read_input(config: AppConfig) -> str:
-    """Read input from user based on config settings."""
-    if config.cli_multiline_input:
-        print('Enter your message (enter "/exit" on a new line to finish):')
-        lines = []
-        while True:
-            line = input('>> ').rstrip()
-            if line == '/exit':  # finish input
-                break
-            lines.append(line)
-        return '\n'.join(lines)
-    else:
-        return input('>> ').rstrip()
-
-
 async def main(loop: asyncio.AbstractEventLoop):
     """Runs the agent in CLI mode."""
 
@@ -104,7 +90,14 @@ async def main(loop: asyncio.AbstractEventLoop):
 
     logger.setLevel(logging.WARNING)
 
-    config = setup_config_from_args(args)
+    # Load config from toml and override with command line arguments
+    config: AppConfig = setup_config_from_args(args)
+
+    # Read task from file, CLI args, or stdin
+    task_str = read_task(args, config.cli_multiline_input)
+
+    # If we have a task, create initial user action
+    initial_user_action = MessageAction(content=task_str) if task_str else None
 
     sid = str(uuid4())
 
@@ -117,7 +110,9 @@ async def main(loop: asyncio.AbstractEventLoop):
 
     async def prompt_for_next_task():
         # Run input() in a thread pool to avoid blocking the event loop
-        next_message = await loop.run_in_executor(None, read_input, config)
+        next_message = await loop.run_in_executor(
+            None, read_input, config.cli_multiline_input
+        )
         if not next_message.strip():
             await prompt_for_next_task()
         if next_message == 'exit':
@@ -162,7 +157,12 @@ def on_event(event: Event) -> None:
 
     await runtime.connect()
 
-    asyncio.create_task(prompt_for_next_task())
+    if initial_user_action:
+        # If there's an initial user action, enqueue it and do not prompt again
+        event_stream.add_event(initial_user_action, EventSource.USER)
+    else:
+        # Otherwise prompt for the user's first message right away
+        asyncio.create_task(prompt_for_next_task())
 
     await run_agent_until_done(
         controller, runtime, [AgentState.STOPPED, AgentState.ERROR]
diff --git a/openhands/core/main.py b/openhands/core/main.py
index 2652931cce7a..12e0c4e7876c 100644
--- a/openhands/core/main.py
+++ b/openhands/core/main.py
@@ -1,7 +1,6 @@
 import asyncio
 import json
 import os
-import sys
 from pathlib import Path
 from typing import Callable, Protocol
 
@@ -29,6 +28,7 @@
 from openhands.events.observation import AgentStateChangedObservation
 from openhands.events.serialization import event_from_dict
 from openhands.events.serialization.event import event_to_trajectory
+from openhands.io import read_input, read_task
 from openhands.runtime.base import Runtime
 
 
@@ -41,32 +41,6 @@ def __call__(
     ) -> str: ...
 
 
-def read_task_from_file(file_path: str) -> str:
-    """Read task from the specified file."""
-    with open(file_path, 'r', encoding='utf-8') as file:
-        return file.read()
-
-
-def read_task_from_stdin() -> str:
-    """Read task from stdin."""
-    return sys.stdin.read()
-
-
-def read_input(config: AppConfig) -> str:
-    """Read input from user based on config settings."""
-    if config.cli_multiline_input:
-        print('Enter your message (enter "/exit" on a new line to finish):')
-        lines = []
-        while True:
-            line = input('>> ').rstrip()
-            if line == '/exit':  # finish input
-                break
-            lines.append(line)
-        return '\n'.join(lines)
-    else:
-        return input('>> ').rstrip()
-
-
 async def run_controller(
     config: AppConfig,
     initial_user_action: Action,
@@ -139,7 +113,6 @@ async def run_controller(
     assert isinstance(
         initial_user_action, Action
     ), f'initial user actions must be an Action, got {type(initial_user_action)}'
-    # Logging
     logger.debug(
         f'Agent Controller Initialized: Running agent {agent.name}, model '
         f'{agent.llm.config.model}, with actions: {initial_user_action}'
@@ -167,7 +140,7 @@ def on_event(event: Event):
                 if exit_on_message:
                     message = '/exit'
                 elif fake_user_response_fn is None:
-                    message = read_input(config)
+                    message = read_input(config.cli_multiline_input)
                 else:
                     message = fake_user_response_fn(controller.get_state())
                 action = MessageAction(content=message)
@@ -268,28 +241,23 @@ def load_replay_log(trajectory_path: str) -> tuple[list[Event] | None, Action]:
 if __name__ == '__main__':
     args = parse_arguments()
 
-    config = setup_config_from_args(args)
+    config: AppConfig = setup_config_from_args(args)
 
-    # Determine the task
-    task_str = ''
-    if args.file:
-        task_str = read_task_from_file(args.file)
-    elif args.task:
-        task_str = args.task
-    elif not sys.stdin.isatty():
-        task_str = read_task_from_stdin()
+    # Read task from file, CLI args, or stdin
+    task_str = read_task(args, config.cli_multiline_input)
 
-    initial_user_action: Action = NullAction()
     if config.replay_trajectory_path:
         if task_str:
             raise ValueError(
                 'User-specified task is not supported under trajectory replay mode'
             )
-    elif task_str:
-        initial_user_action = MessageAction(content=task_str)
-    else:
+
+    if not task_str:
         raise ValueError('No task provided. Please specify a task through -t, -f.')
 
+    # Create initial user action
+    initial_user_action: MessageAction = MessageAction(content=task_str)
+
     # Set session name
     session_name = args.name
     sid = generate_sid(config, session_name)
diff --git a/openhands/core/utils/__init__.py b/openhands/core/utils/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/openhands/events/stream.py b/openhands/events/stream.py
index 0fc547803f6d..938269822a7a 100644
--- a/openhands/events/stream.py
+++ b/openhands/events/stream.py
@@ -8,9 +8,9 @@
 from typing import Callable, Iterable
 
 from openhands.core.logger import openhands_logger as logger
-from openhands.core.utils import json
 from openhands.events.event import Event, EventSource
 from openhands.events.serialization.event import event_from_dict, event_to_dict
+from openhands.io import json
 from openhands.storage import FileStore
 from openhands.storage.locations import (
     get_conversation_dir,
diff --git a/openhands/io/__init__.py b/openhands/io/__init__.py
new file mode 100644
index 000000000000..bf1a054356c1
--- /dev/null
+++ b/openhands/io/__init__.py
@@ -0,0 +1,10 @@
+from openhands.io.io import read_input, read_task, read_task_from_file
+from openhands.io.json import dumps, loads
+
+__all__ = [
+    'read_input',
+    'read_task_from_file',
+    'read_task',
+    'dumps',
+    'loads',
+]
diff --git a/openhands/io/io.py b/openhands/io/io.py
new file mode 100644
index 000000000000..2e42df912b77
--- /dev/null
+++ b/openhands/io/io.py
@@ -0,0 +1,40 @@
+import argparse
+import sys
+
+
+def read_input(cli_multiline_input: bool = False) -> str:
+    """Read input from user based on config settings."""
+    if cli_multiline_input:
+        print('Enter your message (enter "/exit" on a new line to finish):')
+        lines = []
+        while True:
+            line = input('>> ').rstrip()
+            if line == '/exit':  # finish input
+                break
+            lines.append(line)
+        return '\n'.join(lines)
+    else:
+        return input('>> ').rstrip()
+
+
+def read_task_from_file(file_path: str) -> str:
+    """Read task from the specified file."""
+    with open(file_path, 'r', encoding='utf-8') as file:
+        return file.read()
+
+
+def read_task(args: argparse.Namespace, cli_multiline_input: bool) -> str:
+    """
+    Read the task from the CLI args, file, or stdin.
+    """
+
+    # Determine the task
+    task_str = ''
+    if args.file:
+        task_str = read_task_from_file(args.file)
+    elif args.task:
+        task_str = args.task
+    elif not sys.stdin.isatty():
+        task_str = read_input(cli_multiline_input)
+
+    return task_str
diff --git a/openhands/core/utils/json.py b/openhands/io/json.py
similarity index 100%
rename from openhands/core/utils/json.py
rename to openhands/io/json.py
diff --git a/openhands/llm/llm.py b/openhands/llm/llm.py
index a9071b43bed3..b40f11ca8396 100644
--- a/openhands/llm/llm.py
+++ b/openhands/llm/llm.py
@@ -172,7 +172,7 @@ def __init__(
         )
         def wrapper(*args, **kwargs):
             """Wrapper for the litellm completion function. Logs the input and output of the completion function."""
-            from openhands.core.utils import json
+            from openhands.io import json
 
             messages: list[dict[str, Any]] | dict[str, Any] = []
             mock_function_calling = not self.is_function_calling_active()
@@ -369,7 +369,7 @@ def init_model_info(self):
             # noinspection PyBroadException
             except Exception:
                 pass
-        from openhands.core.utils import json
+        from openhands.io import json
 
         logger.debug(f'Model info: {json.dumps(self.model_info, indent=2)}')
 
diff --git a/tests/unit/test_cli.py b/tests/unit/test_cli.py
index 520d85d2aa7d..3931f2fdd713 100644
--- a/tests/unit/test_cli.py
+++ b/tests/unit/test_cli.py
@@ -1,7 +1,7 @@
 from unittest.mock import patch
 
-from openhands.core.cli import read_input
 from openhands.core.config import AppConfig
+from openhands.io import read_input
 
 
 def test_single_line_input():
@@ -10,7 +10,7 @@ def test_single_line_input():
     config.cli_multiline_input = False
 
     with patch('builtins.input', return_value='hello world'):
-        result = read_input(config)
+        result = read_input(config.cli_multiline_input)
         assert result == 'hello world'
 
 
@@ -23,5 +23,5 @@ def test_multiline_input():
     mock_inputs = ['line 1', 'line 2', 'line 3', '/exit']
 
     with patch('builtins.input', side_effect=mock_inputs):
-        result = read_input(config)
+        result = read_input(config.cli_multiline_input)
         assert result == 'line 1\nline 2\nline 3'
diff --git a/tests/unit/test_json.py b/tests/unit/test_json.py
index 883efdfe4cfb..85ab265a536d 100644
--- a/tests/unit/test_json.py
+++ b/tests/unit/test_json.py
@@ -1,7 +1,7 @@
 from datetime import datetime
 
-from openhands.core.utils import json
 from openhands.events.action import MessageAction
+from openhands.io import json
 
 
 def test_event_serialization_deserialization():
diff --git a/tests/unit/test_json_encoder.py b/tests/unit/test_json_encoder.py
index daa2708a6256..10058c8c2ba3 100644
--- a/tests/unit/test_json_encoder.py
+++ b/tests/unit/test_json_encoder.py
@@ -3,7 +3,7 @@
 
 import psutil
 
-from openhands.core.utils.json import dumps
+from openhands.io.json import dumps
 
 
 def get_memory_usage():
diff --git a/tests/unit/test_response_parsing.py b/tests/unit/test_response_parsing.py
index fd588d4c6edf..dc51dee3abe4 100644
--- a/tests/unit/test_response_parsing.py
+++ b/tests/unit/test_response_parsing.py
@@ -2,11 +2,11 @@
 
 from openhands.agenthub.micro.agent import parse_response as parse_response_micro
 from openhands.core.exceptions import LLMResponseError
-from openhands.core.utils.json import loads as custom_loads
 from openhands.events.action import (
     FileWriteAction,
     MessageAction,
 )
+from openhands.io import loads as custom_loads
 
 
 @pytest.mark.parametrize(

From 74c942c91110096d2a121daae904a4ed6a2a8e42 Mon Sep 17 00:00:00 2001
From: Calvin Smith <email@cjsmith.io>
Date: Wed, 19 Feb 2025 14:17:48 -0700
Subject: [PATCH 23/23] fix: LLM summarization prompt handles user messages
 (#6837)

Co-authored-by: Calvin Smith <calvin@all-hands.dev>
---
 .../condenser/impl/llm_summarizing_condenser.py   | 15 +++++++++++----
 1 file changed, 11 insertions(+), 4 deletions(-)

diff --git a/openhands/memory/condenser/impl/llm_summarizing_condenser.py b/openhands/memory/condenser/impl/llm_summarizing_condenser.py
index 276d1c1e8748..54068f04547c 100644
--- a/openhands/memory/condenser/impl/llm_summarizing_condenser.py
+++ b/openhands/memory/condenser/impl/llm_summarizing_condenser.py
@@ -57,22 +57,29 @@ def condense(self, events: list[Event]) -> list[Event]:
         # Construct prompt for summarization
         prompt = """You are maintaining state history for an LLM-based code agent. Track:
 
+USER_CONTEXT: (Preserve essential user requirements, problem descriptions, and clarifications in concise form)
+
 STATE: {File paths, function signatures, data structures}
 TESTS: {Failing cases, error messages, outputs}
 CHANGES: {Code edits, variable updates}
 DEPS: {Dependencies, imports, external calls}
 INTENT: {Why changes were made, acceptance criteria}
 
-SKIP: {Git clones, build logs}
-SUMMARIZE: {File listings}
-MAX_LENGTH: Keep summaries under 1000 words
+PRIORITIZE:
+1. Capture key user requirements and constraints
+2. Maintain critical problem context
+3. Keep all sections concise
+
+SKIP: {Git clones, build logs, file listings}
 
 Example history format:
+USER_CONTEXT: Fix FITS card float representation - "0.009125" becomes "0.009124999999999999" causing comment truncation. Use Python's str() when possible while maintaining FITS compliance.
+
 STATE: mod_float() in card.py updated
 TESTS: test_format() passed
 CHANGES: str(val) replaces f"{val:.16G}"
 DEPS: None modified
-INTENT: Fix float precision overflow"""
+INTENT: Fix precision while maintaining FITS compliance"""
 
         prompt + '\n\n'