diff --git a/404.html b/404.html
index 18021a18fb79..beb75fe27afe 100644
--- a/404.html
+++ b/404.html
@@ -1,4 +1,4 @@
-<!DOCTYPE html><html lang="en"> <head><meta charset="UTF-8"><meta name="generator" content="Astro v4.5.14"><meta name="commit" content="https://github.com/kamranahmedse/developer-roadmap/commit/60568caff7420f7c460d7a8e6571a304a6628f12"><title>Page not found</title><meta name="description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta name="author" content="Kamran Ahmed"><meta name="keywords" content="roadmap, developer roadmaps, developer roadmap, how to become a developer, frontend developer roadmap, frontend developer roadmap 2023, backend developer roadmap, backend developer roadmap 2023, sre roadmap, sre roadmap 2023, devops roadmap, devops roadmap 2023, android developer roadmap, android developer roadmap 2023, dba roadmap, dba roadmap 2023, blockchain developer roadmap, blockchain developer roadmap 2023, qa roadmap, qa roadmap 2023, qa engineer roadmap, qa engineer roadmap 2023, software architect roadmap, software architect roadmap 2023, asp.net core developer roadmap, asp.net core developer roadmap 2023, react developer roadmap, react developer roadmap 2023, angular developer roadmap, angular developer roadmap 2023, vue developer roadmap, vue developer roadmap 2023, node.js developer roadmap, node.js developer roadmap 2023, javascript developer roadmap, javascript developer roadmap 2023, python developer roadmap, python developer roadmap 2023, go developer roadmap, go developer roadmap 2023, java developer roadmap, java developer roadmap 2023, design system roadmap, design system roadmap 2023, software design roadmap, software design roadmap 2023, graphql roadmap, graphql roadmap 2023"><meta name="robots" content="noindex"><meta name="viewport" content="width=device-width, user-scalable=yes, initial-scale=1.0, maximum-scale=3.0, minimum-scale=1.0"><meta http-equiv="Content-Language" content="en"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@kamrify"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="630"><meta property="og:image" content="https://roadmap.sh/images/og-img.png"><meta property="og:image:alt" content="roadmap.sh"><meta property="og:site_name" content="roadmap.sh"><meta property="og:title" content="Page not found"><meta property="og:description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta property="og:type" content="website"><meta property="og:url" content="https://roadmap.sh/404"><link rel="canonical" href="https://roadmap.sh/404"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"><meta name="apple-mobile-web-app-title" content="roadmap.sh"><meta name="application-name" content="roadmap.sh"><link rel="apple-touch-icon" sizes="180x180" href="/manifest/apple-touch-icon.png"><meta name="msapplication-TileColor" content="#101010"><meta name="theme-color" content="#848a9a"><link rel="manifest" href="/manifest/manifest.json"><link rel="icon" type="image/png" sizes="32x32" href="/manifest/icon32.png"><link rel="icon" type="image/png" sizes="16x16" href="/manifest/icon16.png"><link rel="shortcut icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="preconnect" href="https://www.google-analytics.com/"><link rel="preconnect" href="https://api.roadmap.sh/"><script>(function(){const legacyRoadmapUrls = ["/ai-data-scientist/","/android/","/angular/","/aspnet-core/","/aws/","/backend/","/blockchain/","/code-review/","/computer-science/","/cpp/","/cyber-security/","/data-analyst/","/datastructures-and-algorithms/","/design-system/","/devops/","/docker/","/flutter/","/frontend/","/full-stack/","/game-developer/","/golang/","/graphql/","/java/","/javascript/","/kubernetes/","/mlops/","/mongodb/","/nodejs/","/postgresql-dba/","/prompt-engineering/","/python/","/qa/","/react-native/","/react/","/rust/","/server-side-game-developer/","/software-architect/","/software-design-architecture/","/spring-boot/","/sql/","/system-design/","/technical-writer/","/typescript/","/ux-design/","/vue/","/roadmaps/"];
+<!DOCTYPE html><html lang="en"> <head><meta charset="UTF-8"><meta name="generator" content="Astro v4.5.15"><meta name="commit" content="https://github.com/kamranahmedse/developer-roadmap/commit/6e8185564519fbbf450fb45bca0b30402aa0a64d"><title>Page not found</title><meta name="description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta name="author" content="Kamran Ahmed"><meta name="keywords" content="roadmap, developer roadmaps, developer roadmap, how to become a developer, frontend developer roadmap, frontend developer roadmap 2023, backend developer roadmap, backend developer roadmap 2023, sre roadmap, sre roadmap 2023, devops roadmap, devops roadmap 2023, android developer roadmap, android developer roadmap 2023, dba roadmap, dba roadmap 2023, blockchain developer roadmap, blockchain developer roadmap 2023, qa roadmap, qa roadmap 2023, qa engineer roadmap, qa engineer roadmap 2023, software architect roadmap, software architect roadmap 2023, asp.net core developer roadmap, asp.net core developer roadmap 2023, react developer roadmap, react developer roadmap 2023, angular developer roadmap, angular developer roadmap 2023, vue developer roadmap, vue developer roadmap 2023, node.js developer roadmap, node.js developer roadmap 2023, javascript developer roadmap, javascript developer roadmap 2023, python developer roadmap, python developer roadmap 2023, go developer roadmap, go developer roadmap 2023, java developer roadmap, java developer roadmap 2023, design system roadmap, design system roadmap 2023, software design roadmap, software design roadmap 2023, graphql roadmap, graphql roadmap 2023"><meta name="robots" content="noindex"><meta name="viewport" content="width=device-width, user-scalable=yes, initial-scale=1.0, maximum-scale=3.0, minimum-scale=1.0"><meta http-equiv="Content-Language" content="en"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@kamrify"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="630"><meta property="og:image" content="https://roadmap.sh/images/og-img.png"><meta property="og:image:alt" content="roadmap.sh"><meta property="og:site_name" content="roadmap.sh"><meta property="og:title" content="Page not found"><meta property="og:description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta property="og:type" content="website"><meta property="og:url" content="https://roadmap.sh/404"><link rel="canonical" href="https://roadmap.sh/404"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"><meta name="apple-mobile-web-app-title" content="roadmap.sh"><meta name="application-name" content="roadmap.sh"><link rel="apple-touch-icon" sizes="180x180" href="/manifest/apple-touch-icon.png"><meta name="msapplication-TileColor" content="#101010"><meta name="theme-color" content="#848a9a"><link rel="manifest" href="/manifest/manifest.json"><link rel="icon" type="image/png" sizes="32x32" href="/manifest/icon32.png"><link rel="icon" type="image/png" sizes="16x16" href="/manifest/icon16.png"><link rel="shortcut icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="preconnect" href="https://www.google-analytics.com/"><link rel="preconnect" href="https://api.roadmap.sh/"><script>(function(){const legacyRoadmapUrls = ["/ai-data-scientist/","/android/","/angular/","/aspnet-core/","/aws/","/backend/","/blockchain/","/code-review/","/computer-science/","/cpp/","/cyber-security/","/data-analyst/","/datastructures-and-algorithms/","/design-system/","/devops/","/docker/","/flutter/","/frontend/","/full-stack/","/game-developer/","/golang/","/graphql/","/java/","/javascript/","/kubernetes/","/mlops/","/mongodb/","/nodejs/","/postgresql-dba/","/prompt-engineering/","/python/","/qa/","/react-native/","/react/","/rust/","/server-side-game-developer/","/software-architect/","/software-design-architecture/","/spring-boot/","/sql/","/system-design/","/technical-writer/","/typescript/","/ux-design/","/vue/","/roadmaps/"];
 
     // If it's a roadmap page and it ends with a slash
     // redirect to the same page without the slash
diff --git a/_astro/GenerateRoadmap.DmXBp6BM.js b/_astro/GenerateRoadmap.CrONsk3W.js
similarity index 84%
rename from _astro/GenerateRoadmap.DmXBp6BM.js
rename to _astro/GenerateRoadmap.CrONsk3W.js
index 3adb37eda219..395c3f9b954e 100644
--- a/_astro/GenerateRoadmap.DmXBp6BM.js
+++ b/_astro/GenerateRoadmap.CrONsk3W.js
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text-blue-500 transition-colors hover:bg-blue-400 hover:text-white",children:["Need to generate more?"," ",c.jsx("span",{className:"font-semibold",children:"Click here."})]}),I&&c.jsxs("button",{onClick:()=>j(!0),className:"flex flex-row items-center gap-1 rounded-xl border border-current px-2 py-0.5 text-sm text-blue-500 transition-colors hover:bg-blue-400 hover:text-white",children:[c.jsx(xt,{size:15}),"Configure OpenAI key"]})]}),!A&&c.jsx("button",{className:"rounded-xl border border-current px-2.5 py-0.5 text-left text-sm font-medium text-blue-500 transition-colors hover:bg-blue-500 hover:text-white sm:text-center",onClick:be,children:"Login to generate your own roadmaps"}),c.jsxs("form",{onSubmit:ee,className:"my-3 flex w-full flex-col gap-2 sm:flex-row sm:items-center sm:justify-center",children:[c.jsx(En,{value:p,onValueChange:N=>h(N),placeholder:"e.g. Try searching for Ansible or 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gap-2",children:[c.jsxs("button",{className:"inline-flex items-center justify-center gap-2 rounded-md bg-yellow-400 py-1.5 pl-2.5 pr-3 text-xs font-medium transition-opacity duration-300 hover:bg-yellow-500 sm:text-sm",onClick:m,children:[c.jsx(ir,{size:15}),"Download"]}),t&&c.jsx(Qn,{description:`Check out ${p} roadmap I generated on roadmap.sh`,pageUrl:se})]}),c.jsxs("div",{className:"flex items-center justify-between gap-2",children:[c.jsxs("button",{className:"inline-flex items-center justify-center gap-2 rounded-md bg-gray-200 py-1.5 pl-2.5 pr-3 text-xs font-medium text-black transition-colors duration-300 hover:bg-gray-300 sm:text-sm",onClick:async()=>{const N=await oe();N&&(window.location.href=`/r?id=${N}`)},disabled:a,children:[c.jsx(sr,{size:15}),c.jsx("span",{className:"hidden sm:inline",children:"Save and Start Learning"}),c.jsx("span",{className:"inline sm:hidden",children:"Start Learning"})]}),c.jsxs("button",{className:"hidden items-center justify-center gap-2 rounded-md bg-gray-200 py-1.5 pl-2.5 pr-3 text-xs font-medium text-black transition-colors duration-300 hover:bg-gray-300 sm:inline-flex sm:text-sm",onClick:async()=>{const N=await oe();N&&window.open(`https://draw.roadmap.sh/${N}`,"_blank")},disabled:a,children:[c.jsx(tr,{size:15}),"Edit in Editor"]})]})]})]})]}),c.jsxs("div",{className:ne({"relative mb-20 max-h-[800px] min-h-[800px] sm:max-h-[1000px] md:min-h-[1000px]  lg:max-h-[1200px] lg:min-h-[1200px] overflow-hidden":!A}),children:[c.jsx("div",{ref:e,id:"roadmap-container",onClick:f,className:"relative px-4 py-5 [&>svg]:mx-auto [&>svg]:max-w-[1300px]"}),!A&&c.jsxs("div",{className:"absolute bottom-0 left-0 right-0",children:[c.jsx("div",{className:"h-80 w-full bg-gradient-to-t from-gray-100 to-transparent"}),c.jsx("div",{className:"bg-gray-100",children:c.jsxs("div",{className:"mx-auto px-5 max-w-[600px] flex-col items-center justify-center bg-gray-100 pt-px",children:[c.jsxs("div",{className:"mt-8 text-center",children:[c.jsx("h2",{className:"mb-0.5 sm:mb-3 text-xl sm:text-2xl font-medium",children:"Sign up to View the full roadmap"}),c.jsx("p",{className:"mb-6 text-sm sm:text-base text-gray-600 text-balance",children:"You must be logged in to view the complete roadmap"})]}),c.jsxs("div",{className:"mx-auto max-w-[350px]",children:[c.jsx(er,{type:"signup"}),c.jsxs("div",{className:"mt-6 text-center text-sm text-slate-600",children:["Already have an account?"," ",c.jsx("a",{href:"/login",className:"font-medium text-blue-700 hover:text-blue-600",children:"Login"})]})]})]})})]})]})]})]})}export{Oa as GenerateRoadmap};
diff --git a/about.html b/about.html
index 48cc7c511eed..97cd16bd9d42 100644
--- a/about.html
+++ b/about.html
@@ -1,4 +1,4 @@
-<!DOCTYPE html><html lang="en"> <head><meta charset="UTF-8"><meta name="generator" content="Astro v4.5.14"><meta name="commit" content="https://github.com/kamranahmedse/developer-roadmap/commit/60568caff7420f7c460d7a8e6571a304a6628f12"><title>About roadmap.sh</title><meta name="description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta name="author" content="Kamran Ahmed"><meta name="keywords" content="roadmap, developer roadmaps, developer roadmap, how to become a developer, frontend developer roadmap, frontend developer roadmap 2023, backend developer roadmap, backend developer roadmap 2023, sre roadmap, sre roadmap 2023, devops roadmap, devops roadmap 2023, android developer roadmap, android developer roadmap 2023, dba roadmap, dba roadmap 2023, blockchain developer roadmap, blockchain developer roadmap 2023, qa roadmap, qa roadmap 2023, qa engineer roadmap, qa engineer roadmap 2023, software architect roadmap, software architect roadmap 2023, asp.net core developer roadmap, asp.net core developer roadmap 2023, react developer roadmap, react developer roadmap 2023, angular developer roadmap, angular developer roadmap 2023, vue developer roadmap, vue developer roadmap 2023, node.js developer roadmap, node.js developer roadmap 2023, javascript developer roadmap, javascript developer roadmap 2023, python developer roadmap, python developer roadmap 2023, go developer roadmap, go developer roadmap 2023, java developer roadmap, java developer roadmap 2023, design system roadmap, design system roadmap 2023, software design roadmap, software design roadmap 2023, graphql roadmap, graphql roadmap 2023"><meta name="viewport" content="width=device-width, user-scalable=yes, initial-scale=1.0, maximum-scale=3.0, minimum-scale=1.0"><meta http-equiv="Content-Language" content="en"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@kamrify"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="630"><meta property="og:image" content="https://roadmap.sh/images/og-img.png"><meta property="og:image:alt" content="roadmap.sh"><meta property="og:site_name" content="roadmap.sh"><meta property="og:title" content="About roadmap.sh"><meta property="og:description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta property="og:type" content="website"><meta property="og:url" content="https://roadmap.sh/about"><link rel="canonical" href="https://roadmap.sh/about"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"><meta name="apple-mobile-web-app-title" content="roadmap.sh"><meta name="application-name" content="roadmap.sh"><link rel="apple-touch-icon" sizes="180x180" href="/manifest/apple-touch-icon.png"><meta name="msapplication-TileColor" content="#101010"><meta name="theme-color" content="#848a9a"><link rel="manifest" href="/manifest/manifest.json"><link rel="icon" type="image/png" sizes="32x32" href="/manifest/icon32.png"><link rel="icon" type="image/png" sizes="16x16" href="/manifest/icon16.png"><link rel="shortcut icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="preconnect" href="https://www.google-analytics.com/"><link rel="preconnect" href="https://api.roadmap.sh/"><link rel="stylesheet" href="/_astro/_topicId_.Cfs-_4GM.css">
+<!DOCTYPE html><html lang="en"> <head><meta charset="UTF-8"><meta name="generator" content="Astro v4.5.15"><meta name="commit" content="https://github.com/kamranahmedse/developer-roadmap/commit/6e8185564519fbbf450fb45bca0b30402aa0a64d"><title>About roadmap.sh</title><meta name="description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta name="author" content="Kamran Ahmed"><meta name="keywords" content="roadmap, developer roadmaps, developer roadmap, how to become a developer, frontend developer roadmap, frontend developer roadmap 2023, backend developer roadmap, backend developer roadmap 2023, sre roadmap, sre roadmap 2023, devops roadmap, devops roadmap 2023, android developer roadmap, android developer roadmap 2023, dba roadmap, dba roadmap 2023, blockchain developer roadmap, blockchain developer roadmap 2023, qa roadmap, qa roadmap 2023, qa engineer roadmap, qa engineer roadmap 2023, software architect roadmap, software architect roadmap 2023, asp.net core developer roadmap, asp.net core developer roadmap 2023, react developer roadmap, react developer roadmap 2023, angular developer roadmap, angular developer roadmap 2023, vue developer roadmap, vue developer roadmap 2023, node.js developer roadmap, node.js developer roadmap 2023, javascript developer roadmap, javascript developer roadmap 2023, python developer roadmap, python developer roadmap 2023, go developer roadmap, go developer roadmap 2023, java developer roadmap, java developer roadmap 2023, design system roadmap, design system roadmap 2023, software design roadmap, software design roadmap 2023, graphql roadmap, graphql roadmap 2023"><meta name="viewport" content="width=device-width, user-scalable=yes, initial-scale=1.0, maximum-scale=3.0, minimum-scale=1.0"><meta http-equiv="Content-Language" content="en"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@kamrify"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="630"><meta property="og:image" content="https://roadmap.sh/images/og-img.png"><meta property="og:image:alt" content="roadmap.sh"><meta property="og:site_name" content="roadmap.sh"><meta property="og:title" content="About roadmap.sh"><meta property="og:description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta property="og:type" content="website"><meta property="og:url" content="https://roadmap.sh/about"><link rel="canonical" href="https://roadmap.sh/about"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"><meta name="apple-mobile-web-app-title" content="roadmap.sh"><meta name="application-name" content="roadmap.sh"><link rel="apple-touch-icon" sizes="180x180" href="/manifest/apple-touch-icon.png"><meta name="msapplication-TileColor" content="#101010"><meta name="theme-color" content="#848a9a"><link rel="manifest" href="/manifest/manifest.json"><link rel="icon" type="image/png" sizes="32x32" href="/manifest/icon32.png"><link rel="icon" type="image/png" sizes="16x16" href="/manifest/icon16.png"><link rel="shortcut icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="preconnect" href="https://www.google-analytics.com/"><link rel="preconnect" href="https://api.roadmap.sh/"><link rel="stylesheet" href="/_astro/_topicId_.Cfs-_4GM.css">
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 <link rel="stylesheet" href="/_astro/readonly-editor.BGJ9rV8r.css"><script type="module" src="/_astro/hoisted.CY1zknO3.js"></script></head> <body class="flex min-h-screen flex-col">  <div class="bg-slate-900 py-5 text-white sm:py-8"> <nav class="container flex items-center justify-between"> <div class="flex items-center gap-5"> <a class="flex items-center text-lg font-medium text-white" href="/" aria-label="roadmap.sh"> <svg xmlns="http://www.w3.org/2000/svg" width="30" height="30" viewBox="0 0 283 283" fill="#000" xmlns:v="https://vecta.io/nano"><path fill="#fff" d="M0 39C0 17.46 17.46 0 39 0h205c21.539 0 39 17.46 39 39v205c0 21.539-17.461 39-39 39H39c-21.54 0-39-17.461-39-39V39Z"></path><path d="M121.215 210.72c-1.867.56-4.854 1.12-8.96 1.68-3.92.56-8.027.84-12.32.84-4.107 0-7.84-.28-11.2-.84-3.174-.56-5.88-1.68-8.12-3.36s-4.014-3.92-5.32-6.72c-1.12-2.987-1.68-6.813-1.68-11.48v-84c0-4.293.746-7.933 2.24-10.92 1.68-3.173 4.013-5.973 7-8.4s6.626-4.573 10.92-6.44c4.48-2.053 9.24-3.827 14.28-5.32a106.176 106.176 0 0 1 15.68-3.36 95.412 95.412 0 0 1 16.24-1.4c8.96 0 16.053 1.773 21.28 5.32 5.226 3.36 7.84 8.96 7.84 16.8 0 2.613-.374 5.227-1.12 7.84-.747 2.427-1.68 4.667-2.8 6.72a133.1 133.1 0 0 0-12.04.56c-4.107.373-8.12.933-12.04 1.68s-7.654 1.587-11.2 2.52c-3.36.747-6.254 1.68-8.68 2.8v95.48zm45.172-22.4c0-7.84 2.426-14.373 7.28-19.6s11.48-7.84 19.88-7.84 15.026 2.613 19.88 7.84 7.28 11.76 7.28 19.6-2.427 14.373-7.28 19.6-11.48 7.84-19.88 7.84-15.027-2.613-19.88-7.84-7.28-11.76-7.28-19.6z"></path></svg> </a> <a target="_blank" rel="noreferrer nofollow" href="https://boards.greenhouse.io/insightmediagroupllc/jobs/4002116008" class="group inline sm:hidden relative !mr-2 text-blue-300 hover:text-white">
 We're Hiring
diff --git a/account.html b/account.html
index f9c1662d2954..1f2c02f2b16e 100644
--- a/account.html
+++ b/account.html
@@ -1,4 +1,4 @@
-<!DOCTYPE html><html lang="en"> <head><meta charset="UTF-8"><meta name="generator" content="Astro v4.5.14"><meta name="commit" content="https://github.com/kamranahmedse/developer-roadmap/commit/60568caff7420f7c460d7a8e6571a304a6628f12"><title>Update Profile</title><meta name="description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta name="author" content="Kamran Ahmed"><meta name="keywords" content="roadmap, developer roadmaps, developer roadmap, how to become a developer, frontend developer roadmap, frontend developer roadmap 2023, backend developer roadmap, backend developer roadmap 2023, sre roadmap, sre roadmap 2023, devops roadmap, devops roadmap 2023, android developer roadmap, android developer roadmap 2023, dba roadmap, dba roadmap 2023, blockchain developer roadmap, blockchain developer roadmap 2023, qa roadmap, qa roadmap 2023, qa engineer roadmap, qa engineer roadmap 2023, software architect roadmap, software architect roadmap 2023, asp.net core developer roadmap, asp.net core developer roadmap 2023, react developer roadmap, react developer roadmap 2023, angular developer roadmap, angular developer roadmap 2023, vue developer roadmap, vue developer roadmap 2023, node.js developer roadmap, node.js developer roadmap 2023, javascript developer roadmap, javascript developer roadmap 2023, python developer roadmap, python developer roadmap 2023, go developer roadmap, go developer roadmap 2023, java developer roadmap, java developer roadmap 2023, design system roadmap, design system roadmap 2023, software design roadmap, software design roadmap 2023, graphql roadmap, graphql roadmap 2023"><meta name="robots" content="noindex"><meta name="viewport" content="width=device-width, user-scalable=yes, initial-scale=1.0, maximum-scale=3.0, minimum-scale=1.0"><meta http-equiv="Content-Language" content="en"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@kamrify"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="630"><meta property="og:image" content="https://roadmap.sh/images/og-img.png"><meta property="og:image:alt" content="roadmap.sh"><meta property="og:site_name" content="roadmap.sh"><meta property="og:title" content="Update Profile"><meta property="og:description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta property="og:type" content="website"><meta property="og:url" content="https://roadmap.sh"><link rel="canonical" href="https://roadmap.sh"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"><meta name="apple-mobile-web-app-title" content="roadmap.sh"><meta name="application-name" content="roadmap.sh"><link rel="apple-touch-icon" sizes="180x180" href="/manifest/apple-touch-icon.png"><meta name="msapplication-TileColor" content="#101010"><meta name="theme-color" content="#848a9a"><link rel="manifest" href="/manifest/manifest.json"><link rel="icon" type="image/png" sizes="32x32" href="/manifest/icon32.png"><link rel="icon" type="image/png" sizes="16x16" href="/manifest/icon16.png"><link rel="shortcut icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="preconnect" href="https://www.google-analytics.com/"><link rel="preconnect" href="https://api.roadmap.sh/"><link rel="stylesheet" href="/_astro/_topicId_.Cfs-_4GM.css">
+<!DOCTYPE html><html lang="en"> <head><meta charset="UTF-8"><meta name="generator" content="Astro v4.5.15"><meta name="commit" content="https://github.com/kamranahmedse/developer-roadmap/commit/6e8185564519fbbf450fb45bca0b30402aa0a64d"><title>Update Profile</title><meta name="description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta name="author" content="Kamran Ahmed"><meta name="keywords" content="roadmap, developer roadmaps, developer roadmap, how to become a developer, frontend developer roadmap, frontend developer roadmap 2023, backend developer roadmap, backend developer roadmap 2023, sre roadmap, sre roadmap 2023, devops roadmap, devops roadmap 2023, android developer roadmap, android developer roadmap 2023, dba roadmap, dba roadmap 2023, blockchain developer roadmap, blockchain developer roadmap 2023, qa roadmap, qa roadmap 2023, qa engineer roadmap, qa engineer roadmap 2023, software architect roadmap, software architect roadmap 2023, asp.net core developer roadmap, asp.net core developer roadmap 2023, react developer roadmap, react developer roadmap 2023, angular developer roadmap, angular developer roadmap 2023, vue developer roadmap, vue developer roadmap 2023, node.js developer roadmap, node.js developer roadmap 2023, javascript developer roadmap, javascript developer roadmap 2023, python developer roadmap, python developer roadmap 2023, go developer roadmap, go developer roadmap 2023, java developer roadmap, java developer roadmap 2023, design system roadmap, design system roadmap 2023, software design roadmap, software design roadmap 2023, graphql roadmap, graphql roadmap 2023"><meta name="robots" content="noindex"><meta name="viewport" content="width=device-width, user-scalable=yes, initial-scale=1.0, maximum-scale=3.0, minimum-scale=1.0"><meta http-equiv="Content-Language" content="en"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@kamrify"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="630"><meta property="og:image" content="https://roadmap.sh/images/og-img.png"><meta property="og:image:alt" content="roadmap.sh"><meta property="og:site_name" content="roadmap.sh"><meta property="og:title" content="Update Profile"><meta property="og:description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta property="og:type" content="website"><meta property="og:url" content="https://roadmap.sh"><link rel="canonical" href="https://roadmap.sh"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"><meta name="apple-mobile-web-app-title" content="roadmap.sh"><meta name="application-name" content="roadmap.sh"><link rel="apple-touch-icon" sizes="180x180" href="/manifest/apple-touch-icon.png"><meta name="msapplication-TileColor" content="#101010"><meta name="theme-color" content="#848a9a"><link rel="manifest" href="/manifest/manifest.json"><link rel="icon" type="image/png" sizes="32x32" href="/manifest/icon32.png"><link rel="icon" type="image/png" sizes="16x16" href="/manifest/icon16.png"><link rel="shortcut icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="preconnect" href="https://www.google-analytics.com/"><link rel="preconnect" href="https://api.roadmap.sh/"><link rel="stylesheet" href="/_astro/_topicId_.Cfs-_4GM.css">
 <link rel="stylesheet" href="/_astro/friends.CmHyJeM_.css">
 <link rel="stylesheet" href="/_astro/readonly-editor.BGJ9rV8r.css"><script type="module" src="/_astro/hoisted.CYNXbvEl.js"></script></head> <body class="flex min-h-screen flex-col">  <div class="bg-slate-900 py-5 text-white sm:py-8"> <nav class="container flex items-center justify-between"> <div class="flex items-center gap-5"> <a class="flex items-center text-lg font-medium text-white" href="/" aria-label="roadmap.sh"> <svg xmlns="http://www.w3.org/2000/svg" width="30" height="30" viewBox="0 0 283 283" fill="#000" xmlns:v="https://vecta.io/nano"><path fill="#fff" d="M0 39C0 17.46 17.46 0 39 0h205c21.539 0 39 17.46 39 39v205c0 21.539-17.461 39-39 39H39c-21.54 0-39-17.461-39-39V39Z"></path><path d="M121.215 210.72c-1.867.56-4.854 1.12-8.96 1.68-3.92.56-8.027.84-12.32.84-4.107 0-7.84-.28-11.2-.84-3.174-.56-5.88-1.68-8.12-3.36s-4.014-3.92-5.32-6.72c-1.12-2.987-1.68-6.813-1.68-11.48v-84c0-4.293.746-7.933 2.24-10.92 1.68-3.173 4.013-5.973 7-8.4s6.626-4.573 10.92-6.44c4.48-2.053 9.24-3.827 14.28-5.32a106.176 106.176 0 0 1 15.68-3.36 95.412 95.412 0 0 1 16.24-1.4c8.96 0 16.053 1.773 21.28 5.32 5.226 3.36 7.84 8.96 7.84 16.8 0 2.613-.374 5.227-1.12 7.84-.747 2.427-1.68 4.667-2.8 6.72a133.1 133.1 0 0 0-12.04.56c-4.107.373-8.12.933-12.04 1.68s-7.654 1.587-11.2 2.52c-3.36.747-6.254 1.68-8.68 2.8v95.48zm45.172-22.4c0-7.84 2.426-14.373 7.28-19.6s11.48-7.84 19.88-7.84 15.026 2.613 19.88 7.84 7.28 11.76 7.28 19.6-2.427 14.373-7.28 19.6-11.48 7.84-19.88 7.84-15.027-2.613-19.88-7.84-7.28-11.76-7.28-19.6z"></path></svg> </a> <a target="_blank" rel="noreferrer nofollow" href="https://boards.greenhouse.io/insightmediagroupllc/jobs/4002116008" class="group inline sm:hidden relative !mr-2 text-blue-300 hover:text-white">
 We're Hiring
diff --git a/account/friends.html b/account/friends.html
index fb3d70bcd803..826b16581f33 100644
--- a/account/friends.html
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diff --git a/account/notification.html b/account/notification.html
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--- a/account/notification.html
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diff --git a/account/road-card.html b/account/road-card.html
index bdb252e04530..2704cda0ca17 100644
--- a/account/road-card.html
+++ b/account/road-card.html
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diff --git a/account/roadmaps.html b/account/roadmaps.html
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diff --git a/ai-data-scientist.html b/ai-data-scientist.html
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+<!DOCTYPE html><html lang="en"> <head><meta charset="UTF-8"><meta name="generator" content="Astro v4.5.15"><meta name="commit" content="https://github.com/kamranahmedse/developer-roadmap/commit/6e8185564519fbbf450fb45bca0b30402aa0a64d"><title>Roadmap AI</title><meta name="description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta name="author" content="Kamran Ahmed"><meta name="keywords" content="roadmap, developer roadmaps, developer roadmap, how to become a developer, frontend developer roadmap, frontend developer roadmap 2023, backend developer roadmap, backend developer roadmap 2023, sre roadmap, sre roadmap 2023, devops roadmap, devops roadmap 2023, android developer roadmap, android developer roadmap 2023, dba roadmap, dba roadmap 2023, blockchain developer roadmap, blockchain developer roadmap 2023, qa roadmap, qa roadmap 2023, qa engineer roadmap, qa engineer roadmap 2023, software architect roadmap, software architect roadmap 2023, asp.net core developer roadmap, asp.net core developer roadmap 2023, react developer roadmap, react developer roadmap 2023, angular developer roadmap, angular developer roadmap 2023, vue developer roadmap, vue developer roadmap 2023, node.js developer roadmap, node.js developer roadmap 2023, javascript developer roadmap, javascript developer roadmap 2023, python developer roadmap, python developer roadmap 2023, go developer roadmap, go developer roadmap 2023, java developer roadmap, java developer roadmap 2023, design system roadmap, design system roadmap 2023, software design roadmap, software design roadmap 2023, graphql roadmap, graphql roadmap 2023"><meta name="robots" content="noindex"><meta name="viewport" content="width=device-width, user-scalable=yes, initial-scale=1.0, maximum-scale=3.0, minimum-scale=1.0"><meta http-equiv="Content-Language" content="en"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@kamrify"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="630"><meta property="og:image" content="https://roadmap.sh/images/og-img.png"><meta property="og:image:alt" content="roadmap.sh"><meta property="og:site_name" content="roadmap.sh"><meta property="og:title" content="Roadmap AI"><meta property="og:description" content="Community driven roadmaps, articles and guides for developers to grow in their career."><meta property="og:type" content="website"><meta property="og:url" content="https://roadmap.sh"><link rel="canonical" href="https://roadmap.sh"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"><meta name="apple-mobile-web-app-title" content="roadmap.sh"><meta name="application-name" content="roadmap.sh"><link rel="apple-touch-icon" sizes="180x180" href="/manifest/apple-touch-icon.png"><meta name="msapplication-TileColor" content="#101010"><meta name="theme-color" content="#848a9a"><link rel="manifest" href="/manifest/manifest.json"><link rel="icon" type="image/png" sizes="32x32" href="/manifest/icon32.png"><link rel="icon" type="image/png" sizes="16x16" href="/manifest/icon16.png"><link rel="shortcut icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="preconnect" href="https://www.google-analytics.com/"><link rel="preconnect" href="https://api.roadmap.sh/"><link rel="stylesheet" href="/_astro/_topicId_.Cfs-_4GM.css">
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@@ -34,7 +34,7 @@
 Login
 </a> </li> <li> <a data-guest-required href="/signup" class="hidden text-xl text-green-300 hover:text-green-400 md:text-lg">
 Sign Up
-</a> </li> </ul> </div> </nav> </div>     <astro-island uid="rjpOL" prefix="r0" component-url="/_astro/GenerateRoadmap.DmXBp6BM.js" component-export="GenerateRoadmap" renderer-url="/_astro/client.BgO5UsfU.js" props="{}" ssr="" client="load" opts="{&quot;name&quot;:&quot;GenerateRoadmap&quot;,&quot;value&quot;:true}" await-children=""><div class="flex flex-grow flex-col items-center px-4 py-6 sm:px-6"><div class="flex flex-col gap-0 text-center sm:gap-2 md:mt-24 lg:mt-32"><h1 class="relative text-2xl font-medium sm:text-3xl"><span class="hidden sm:inline">Generate roadmaps with AI</span><span class="inline sm:hidden">AI Roadmap Generator</span></h1><p class="text-base text-gray-500 sm:text-lg"><span class="hidden sm:inline">Enter a topic and let the AI generate a roadmap for you</span><span class="inline sm:hidden">Enter a topic to generate a roadmap</span></p></div><div class="my-3 flex w-full max-w-[600px] flex-col items-center gap-3 sm:my-5"><form class="flex w-full flex-col gap-2 sm:flex-row"><div class="relative w-full"><input autofocus="" type="text" class="w-full rounded-md border border-gray-400 px-3 py-2.5 pr-8 transition-colors focus:border-black focus:outline-none" placeholder="Enter a topic to generate a roadmap for" autoComplete="off" value=""/></div><button class="flex min-w-[154px] flex-shrink-0 items-center justify-center gap-2 rounded-md bg-black px-4 py-2 text-white disabled:cursor-not-allowed disabled:opacity-50"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-wand "><path d="M15 4V2"></path><path d="M15 16v-2"></path><path d="M8 9h2"></path><path d="M20 9h2"></path><path d="M17.8 11.8 19 13"></path><path d="M15 9h0"></path><path d="M17.8 6.2 19 5"></path><path d="m3 21 9-9"></path><path d="M12.2 6.2 11 5"></path></svg>Generate</button></form><div class="flex flex-row flex-wrap items-center justify-center gap-2"><button type="button" class="flex items-center gap-1.5 rounded-full border px-2 py-0.5 text-sm transition-colors hover:border-black hover:bg-gray-100 disabled:cursor-not-allowed disabled:opacity-50">OAuth<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></button><button type="button" class="flex items-center gap-1.5 rounded-full border px-2 py-0.5 text-sm transition-colors hover:border-black hover:bg-gray-100 disabled:cursor-not-allowed disabled:opacity-50">APIs<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></button><button type="button" class="flex items-center gap-1.5 rounded-full border px-2 py-0.5 text-sm transition-colors hover:border-black hover:bg-gray-100 disabled:cursor-not-allowed disabled:opacity-50">UX Design<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></button><button type="button" class="flex items-center gap-1.5 rounded-full border px-2 py-0.5 text-sm transition-colors hover:border-black hover:bg-gray-100 disabled:cursor-not-allowed disabled:opacity-50">gRPC<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></button><a href="/ai/explore" class="flex items-center gap-1.5 rounded-full border border-black bg-gray-700 px-2 py-0.5 text-sm text-white transition-colors hover:border-black hover:bg-black">Explore AI Roadmaps <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-telescope "><path d="m10.065 12.493-6.18 1.318a.934.934 0 0 1-1.108-.702l-.537-2.15a1.07 1.07 0 0 1 .691-1.265l13.504-4.44"></path><path d="m13.56 11.747 4.332-.924"></path><path d="m16 21-3.105-6.21"></path><path d="M16.485 5.94a2 2 0 0 1 1.455-2.425l1.09-.272a1 1 0 0 1 1.212.727l1.515 6.06a1 1 0 0 1-.727 1.213l-1.09.272a2 2 0 0 1-2.425-1.455z"></path><path d="m6.158 8.633 1.114 4.456"></path><path d="m8 21 3.105-6.21"></path><circle cx="12" cy="13" r="2"></circle></svg></a></div></div><div class="mt-8 flex max-w-[500px] flex-col items-center gap-3 rounded-xl border border-gray-400 px-4 pb-4 pt-3"><p class="text-center text-gray-500"><button class="font-medium text-purple-600 underline underline-offset-2 hover:text-purple-800">Sign up (free and takes 2s) or login</button> <!-- -->to start generating roadmaps. Or explore the ones made by the community.</p><p class="flex flex-col gap-2 text-center text-gray-500 sm:flex-row"><a href="/ai/explore" class="flex items-center gap-1.5 rounded-full border border-purple-600 px-2.5 py-0.5 text-sm text-purple-600 transition-colors hover:bg-purple-600 hover:text-white">Explore AI Generated Roadmaps <svg xmlns="http://www.w3.org/2000/svg" width="15" height="15" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-telescope "><path d="m10.065 12.493-6.18 1.318a.934.934 0 0 1-1.108-.702l-.537-2.15a1.07 1.07 0 0 1 .691-1.265l13.504-4.44"></path><path d="m13.56 11.747 4.332-.924"></path><path d="m16 21-3.105-6.21"></path><path d="M16.485 5.94a2 2 0 0 1 1.455-2.425l1.09-.272a1 1 0 0 1 1.212.727l1.515 6.06a1 1 0 0 1-.727 1.213l-1.09.272a2 2 0 0 1-2.425-1.455z"></path><path d="m6.158 8.633 1.114 4.456"></path><path d="m8 21 3.105-6.21"></path><circle cx="12" cy="13" r="2"></circle></svg></a><a href="/roadmaps" class="flex items-center gap-1.5 rounded-full border border-purple-600 px-2.5 py-0.5 text-sm text-purple-600 transition-colors hover:bg-purple-600 hover:text-white">Visit Official Roadmaps <svg xmlns="http://www.w3.org/2000/svg" width="15" height="15" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></a></p></div></div><!--astro:end--></astro-island>  <div id="login-popup" tabindex="-1" class="hidden bg-black/50 overflow-y-auto overflow-x-hidden fixed top-0 right-0 left-0 z-[999] h-full items-center justify-center popup"> <div class="relative p-4 w-full max-w-md h-full md:h-auto"> <div class="relative bg-white rounded-lg shadow popup-body"> <button type="button" class="absolute top-3 right-2.5 text-gray-400 bg-transparent hover:bg-gray-200 hover:text-gray-900 rounded-lg text-sm p-1.5 ml-auto inline-flex items-center popup-close"> <svg aria-hidden="true" class="w-5 h-5" fill="#c6c7c7" viewBox="0 0 20 20" xmlns="http://www.w3.org/2000/svg">
+</a> </li> </ul> </div> </nav> </div>     <astro-island uid="rjpOL" prefix="r0" component-url="/_astro/GenerateRoadmap.CrONsk3W.js" component-export="GenerateRoadmap" renderer-url="/_astro/client.BgO5UsfU.js" props="{}" ssr="" client="load" opts="{&quot;name&quot;:&quot;GenerateRoadmap&quot;,&quot;value&quot;:true}" await-children=""><div class="flex flex-grow flex-col items-center px-4 py-6 sm:px-6"><div class="flex flex-col gap-0 text-center sm:gap-2 md:mt-24 lg:mt-32"><h1 class="relative text-2xl font-medium sm:text-3xl"><span class="hidden sm:inline">Generate roadmaps with AI</span><span class="inline sm:hidden">AI Roadmap Generator</span></h1><p class="text-base text-gray-500 sm:text-lg"><span class="hidden sm:inline">Enter a topic and let the AI generate a roadmap for you</span><span class="inline sm:hidden">Enter a topic to generate a roadmap</span></p></div><div class="my-3 flex w-full max-w-[600px] flex-col items-center gap-3 sm:my-5"><form class="flex w-full flex-col gap-2 sm:flex-row"><div class="relative w-full"><input autofocus="" type="text" class="w-full rounded-md border border-gray-400 px-3 py-2.5 pr-8 transition-colors focus:border-black focus:outline-none" placeholder="Enter a topic to generate a roadmap for" autoComplete="off" value=""/></div><button class="flex min-w-[154px] flex-shrink-0 items-center justify-center gap-2 rounded-md bg-black px-4 py-2 text-white disabled:cursor-not-allowed disabled:opacity-50"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-wand "><path d="M15 4V2"></path><path d="M15 16v-2"></path><path d="M8 9h2"></path><path d="M20 9h2"></path><path d="M17.8 11.8 19 13"></path><path d="M15 9h0"></path><path d="M17.8 6.2 19 5"></path><path d="m3 21 9-9"></path><path d="M12.2 6.2 11 5"></path></svg>Generate</button></form><div class="flex flex-row flex-wrap items-center justify-center gap-2"><button type="button" class="flex items-center gap-1.5 rounded-full border px-2 py-0.5 text-sm transition-colors hover:border-black hover:bg-gray-100 disabled:cursor-not-allowed disabled:opacity-50">OAuth<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></button><button type="button" class="flex items-center gap-1.5 rounded-full border px-2 py-0.5 text-sm transition-colors hover:border-black hover:bg-gray-100 disabled:cursor-not-allowed disabled:opacity-50">APIs<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></button><button type="button" class="flex items-center gap-1.5 rounded-full border px-2 py-0.5 text-sm transition-colors hover:border-black hover:bg-gray-100 disabled:cursor-not-allowed disabled:opacity-50">UX Design<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></button><button type="button" class="flex items-center gap-1.5 rounded-full border px-2 py-0.5 text-sm transition-colors hover:border-black hover:bg-gray-100 disabled:cursor-not-allowed disabled:opacity-50">gRPC<!-- --> <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></button><a href="/ai/explore" class="flex items-center gap-1.5 rounded-full border border-black bg-gray-700 px-2 py-0.5 text-sm text-white transition-colors hover:border-black hover:bg-black">Explore AI Roadmaps <svg xmlns="http://www.w3.org/2000/svg" width="17" height="17" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-telescope "><path d="m10.065 12.493-6.18 1.318a.934.934 0 0 1-1.108-.702l-.537-2.15a1.07 1.07 0 0 1 .691-1.265l13.504-4.44"></path><path d="m13.56 11.747 4.332-.924"></path><path d="m16 21-3.105-6.21"></path><path d="M16.485 5.94a2 2 0 0 1 1.455-2.425l1.09-.272a1 1 0 0 1 1.212.727l1.515 6.06a1 1 0 0 1-.727 1.213l-1.09.272a2 2 0 0 1-2.425-1.455z"></path><path d="m6.158 8.633 1.114 4.456"></path><path d="m8 21 3.105-6.21"></path><circle cx="12" cy="13" r="2"></circle></svg></a></div></div><div class="mt-8 flex max-w-[500px] flex-col items-center gap-3 rounded-xl border border-gray-400 px-4 pb-4 pt-3"><p class="text-center text-gray-500"><button class="font-medium text-purple-600 underline underline-offset-2 hover:text-purple-800">Sign up (free and takes 2s) or login</button> <!-- -->to start generating roadmaps. Or explore the ones made by the community.</p><p class="flex flex-col gap-2 text-center text-gray-500 sm:flex-row"><a href="/ai/explore" class="flex items-center gap-1.5 rounded-full border border-purple-600 px-2.5 py-0.5 text-sm text-purple-600 transition-colors hover:bg-purple-600 hover:text-white">Explore AI Generated Roadmaps <svg xmlns="http://www.w3.org/2000/svg" width="15" height="15" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-telescope "><path d="m10.065 12.493-6.18 1.318a.934.934 0 0 1-1.108-.702l-.537-2.15a1.07 1.07 0 0 1 .691-1.265l13.504-4.44"></path><path d="m13.56 11.747 4.332-.924"></path><path d="m16 21-3.105-6.21"></path><path d="M16.485 5.94a2 2 0 0 1 1.455-2.425l1.09-.272a1 1 0 0 1 1.212.727l1.515 6.06a1 1 0 0 1-.727 1.213l-1.09.272a2 2 0 0 1-2.425-1.455z"></path><path d="m6.158 8.633 1.114 4.456"></path><path d="m8 21 3.105-6.21"></path><circle cx="12" cy="13" r="2"></circle></svg></a><a href="/roadmaps" class="flex items-center gap-1.5 rounded-full border border-purple-600 px-2.5 py-0.5 text-sm text-purple-600 transition-colors hover:bg-purple-600 hover:text-white">Visit Official Roadmaps <svg xmlns="http://www.w3.org/2000/svg" width="15" height="15" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-up-right "><path d="M7 7h10v10"></path><path d="M7 17 17 7"></path></svg></a></p></div></div><!--astro:end--></astro-island>  <div id="login-popup" tabindex="-1" class="hidden bg-black/50 overflow-y-auto overflow-x-hidden fixed top-0 right-0 left-0 z-[999] h-full items-center justify-center popup"> <div class="relative p-4 w-full max-w-md h-full md:h-auto"> <div class="relative bg-white rounded-lg shadow popup-body"> <button type="button" class="absolute top-3 right-2.5 text-gray-400 bg-transparent hover:bg-gray-200 hover:text-gray-900 rounded-lg text-sm p-1.5 ml-auto inline-flex items-center popup-close"> <svg aria-hidden="true" class="w-5 h-5" fill="#c6c7c7" viewBox="0 0 20 20" xmlns="http://www.w3.org/2000/svg">
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diff --git a/ai/explore.html b/ai/explore.html
index 1f3cbfc5d8f4..b3c17a82c255 100644
--- a/ai/explore.html
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diff --git a/android.html b/android.html
index 05dc0f052694..2e627481f602 100644
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diff --git a/angular.html b/angular.html
index 92cb8b933d7b..f66d4434f745 100644
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index 6db133650da9..36c451c8b61e 100644
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diff --git a/authors/fernando.html b/authors/fernando.html
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diff --git a/authors/kamran.html b/authors/kamran.html
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diff --git a/aws.html b/aws.html
index 85d20bf18f94..3688fa0b8acc 100644
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diff --git a/backend.html b/backend.html
index a35067527538..c64e7198e481 100644
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+++ b/backend.html
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Learn the basics of some relational database e.g. PostgreSQL and learn how to run simple CRUD operations. Optionally, you can pick up and learn a web framework for the language of your choice as well. Learn how to build a simple RESTful API and implement simple Authentication/Authorization into it. While you are learning all the items mentioned above, don't forget to learn about Git and GitHub as well. After following all the instructions above, you can start applying for the entry level backend developer jobs. Also, look at the backend developer roadmap above to get an idea about the landscape and see what else you are missing. A degree in computer science or related field is not always necessary but networking, building a portfolio and actively seeking internships, junior developer positions or consulting can help to start and advance a career as a backend developer. Note: remember to make a lot of projects while you are learning to solidify your understanding of the concepts. Also, it's important to have the attitude of continuous learning to improve your [skills](https://roadmap.sh/backend/developer-skills) and be prepared for the fast-paced technology evolution in the industry."}},{"@type":"Question","name":"How long does it take to become a Backend Developer?","acceptedAnswer":{"@type":"Answer","text":"The amount of time it takes to become a backend developer can vary depending on several factors, such as your learning pace, previous experience and the amount of time you are able to dedicate to learning. If you have a background in computer science or a related field, and have experience with programming, you may be able to become a backend developer relatively quickly, potentially within a few months. However, if you are starting with little or no prior experience or education in computer science, it may take longer to develop the necessary skills and gain the experience needed to be a proficient backend developer. 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Look at the answer to the FAQ \"How to become a Backend Developer?\""}},{"@type":"Question","name":"What tools does a backend developer use?","acceptedAnswer":{"@type":"Answer","text":"Other than the language itself, some common [backend developer tools](https://roadmap.sh/backend/developer-tools) that you’ll use as a backend dev, are going to be: The IDE/Text editor; here you have tons of options from VSCode, to Zed or Sublime Text. Some database tools, such as DataGrid or Navicat interact with your databases from outside your code. API-related tools like Swagger or Postman will help you document their behavior and share the endpoints with your team. A hosting service for your code. And finally, some collaborative and productivity tools such as Jira, Wrike, Trello or Monday to help you organize your work with your colleagues. And others like Raycast or iTerm to boost your productivity. There are many alternatives in each category, it’s up to you to try them and pick the ones that work best for you."}}]}]</script><link rel="stylesheet" href="/_astro/_topicId_.Cfs-_4GM.css">
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diff --git a/backend/developer-skills.html b/backend/developer-skills.html
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diff --git a/backend/developer-tools.html b/backend/developer-tools.html
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diff --git a/backend/languages.html b/backend/languages.html
index 3051c9ebd771..f85883107c9a 100644
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diff --git a/befriend.html b/befriend.html
index 956ebb7e7856..1715299a22db 100644
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diff --git a/best-practices.html b/best-practices.html
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diff --git a/best-practices/api-security.html b/best-practices/api-security.html
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diff --git a/best-practices/aws.html b/best-practices/aws.html
index c6da3d91474b..035bbe0ef9d0 100644
--- a/best-practices/aws.html
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diff --git a/best-practices/backend-performance.html b/best-practices/backend-performance.html
index 3f0241bbc19b..1092e0967fa7 100644
--- a/best-practices/backend-performance.html
+++ b/best-practices/backend-performance.html
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diff --git a/best-practices/code-review.html b/best-practices/code-review.html
index c81ced7fc2aa..a00409fd3391 100644
--- a/best-practices/code-review.html
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diff --git a/best-practices/frontend-performance.html b/best-practices/frontend-performance.html
index 70bc6edc1eba..e5fac1175111 100644
--- a/best-practices/frontend-performance.html
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diff --git a/blockchain.html b/blockchain.html
index 9240d3bca30b..0d9ce7873530 100644
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diff --git a/code-review.html b/code-review.html
index c3256955c057..220641697273 100644
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diff --git a/cpp.html b/cpp.html
index 33ef7bfc7381..97ff86b9f835 100644
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diff --git a/cyber-security.html b/cyber-security.html
index 8f196b0c7052..20802e2bbabe 100644
--- a/cyber-security.html
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diff --git a/data-analyst.html b/data-analyst.html
index c340c1b832a2..17dc840c72c8 100644
--- a/data-analyst.html
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diff --git a/datastructures-and-algorithms.html b/datastructures-and-algorithms.html
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diff --git a/design-system.html b/design-system.html
index 3022c01b4861..5579b3f94bbf 100644
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index b13c75e99308..d727f62e9cc1 100644
--- a/forgot-password.html
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diff --git a/frontend.html b/frontend.html
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diff --git a/guides/avoid-render-blocking-javascript-with-async-defer.html b/guides/avoid-render-blocking-javascript-with-async-defer.html
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diff --git a/guides/basic-authentication.html b/guides/basic-authentication.html
index 172c1e424d1e..db6cdfd53707 100644
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diff --git a/guides/basics-of-authentication.html b/guides/basics-of-authentication.html
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+++ b/guides/basics-of-authentication.html
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diff --git a/guides/big-o-notation.html b/guides/big-o-notation.html
index 23c00151b6b2..d8df4afbaca1 100644
--- a/guides/big-o-notation.html
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diff --git a/guides/character-encodings.html b/guides/character-encodings.html
index a1d0b1d585d6..6a9dfe95317e 100644
--- a/guides/character-encodings.html
+++ b/guides/character-encodings.html
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diff --git a/guides/consistency-patterns-in-distributed-systems.html b/guides/consistency-patterns-in-distributed-systems.html
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diff --git a/guides/dns-in-one-picture.html b/guides/dns-in-one-picture.html
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diff --git a/guides/free-resources-to-learn-llms.html b/guides/free-resources-to-learn-llms.html
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diff --git a/guides/history-of-javascript.html b/guides/history-of-javascript.html
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diff --git a/guides/how-to-setup-a-jump-server.html b/guides/how-to-setup-a-jump-server.html
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diff --git a/guides/http-basic-authentication.html b/guides/http-basic-authentication.html
index c5fd1d45c299..c063f8a98d92 100644
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diff --git a/guides/http-caching.html b/guides/http-caching.html
index 003bcbe6ecca..6244307e0f1c 100644
--- a/guides/http-caching.html
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diff --git a/guides/introduction-to-llms.html b/guides/introduction-to-llms.html
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diff --git a/guides/jwt-authentication.html b/guides/jwt-authentication.html
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diff --git a/guides/levels-of-seniority.html b/guides/levels-of-seniority.html
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diff --git a/guides/oauth.html b/guides/oauth.html
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diff --git a/guides/proxy-servers.html b/guides/proxy-servers.html
index a2b9257e5163..17b21bdc6d68 100644
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diff --git a/guides/random-numbers.html b/guides/random-numbers.html
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diff --git a/guides/scaling-databases.html b/guides/scaling-databases.html
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diff --git a/guides/single-command-database-setup.html b/guides/single-command-database-setup.html
index 69bd7db19084..c916a005ff5d 100644
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diff --git a/guides/ssl-tls-https-ssh.html b/guides/ssl-tls-https-ssh.html
index 8fa0070a580c..1a0729ead0fd 100644
--- a/guides/ssl-tls-https-ssh.html
+++ b/guides/ssl-tls-https-ssh.html
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diff --git a/guides/sso.html b/guides/sso.html
index 8714a5634746..796bd9fb3dad 100644
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diff --git a/guides/token-authentication.html b/guides/token-authentication.html
index 4d511d99e3d6..110bce53038e 100644
--- a/guides/token-authentication.html
+++ b/guides/token-authentication.html
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diff --git a/guides/torrent-client.html b/guides/torrent-client.html
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diff --git a/guides/unfamiliar-codebase.html b/guides/unfamiliar-codebase.html
index 2b0c75681ef9..11e77b7d1a6f 100644
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diff --git a/guides/what-are-web-vitals.html b/guides/what-are-web-vitals.html
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diff --git a/guides/what-is-internet.html b/guides/what-is-internet.html
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diff --git a/javascript.html b/javascript.html
index e1d5d0b7f3d3..e4233cbb09ec 100644
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diff --git a/kubernetes.html b/kubernetes.html
index 882bcd33fe8a..288060df8615 100644
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index ef084ceee1ce..11f2d270f33a 100644
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diff --git a/postgresql-dba.html b/postgresql-dba.html
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diff --git a/privacy.html b/privacy.html
index 24bbb7a6f854..3568ccdb1bf8 100644
--- a/privacy.html
+++ b/privacy.html
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diff --git a/prompt-engineering.html b/prompt-engineering.html
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diff --git a/questions/javascript.html b/questions/javascript.html
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diff --git a/questions/react.html b/questions/react.html
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diff --git a/react.html b/react.html
index f7be049194bd..1a61628e1e8c 100644
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+++ b/react.html
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diff --git a/reset-password.html b/reset-password.html
index c2e009610061..df79d8648465 100644
--- a/reset-password.html
+++ b/reset-password.html
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diff --git a/rust.html b/rust.html
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diff --git a/software-architect.html b/software-architect.html
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diff --git a/software-design-architecture.html b/software-design-architecture.html
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index 3b1cde3fc93b..72859a3eb89a 100644
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diff --git a/team/roadmaps.html b/team/roadmaps.html
index 510d41fbfeb5..a1d1358e56c0 100644
--- a/team/roadmaps.html
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diff --git a/team/settings.html b/team/settings.html
index f44c5e5cfede..390297a806b8 100644
--- a/team/settings.html
+++ b/team/settings.html
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diff --git a/typescript.html b/typescript.html
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diff --git a/ux-design.html b/ux-design.html
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diff --git a/videos/arrays-and-objects-in-javascript.html b/videos/arrays-and-objects-in-javascript.html
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diff --git a/videos/async-javascript.html b/videos/async-javascript.html
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diff --git a/videos/basic-authentication.html b/videos/basic-authentication.html
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diff --git a/videos/basics-of-authentication.html b/videos/basics-of-authentication.html
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diff --git a/videos/content-delivery-networks.html b/videos/content-delivery-networks.html
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diff --git a/videos/dns-explained.html b/videos/dns-explained.html
index deec2d9f2370..0c93cc9a101a 100644
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diff --git a/videos/freeze-and-seal-objects-in-javascript.html b/videos/freeze-and-seal-objects-in-javascript.html
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diff --git a/videos/graph-data-structure.html b/videos/graph-data-structure.html
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diff --git a/videos/heap-data-structure.html b/videos/heap-data-structure.html
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diff --git a/videos/osi-model.html b/videos/osi-model.html
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diff --git a/videos/queue-data-structure.html b/videos/queue-data-structure.html
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diff --git a/videos/random-number-generators.html b/videos/random-number-generators.html
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diff --git a/videos/scaling-the-unscalable.html b/videos/scaling-the-unscalable.html
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diff --git a/videos/stack-data-structure.html b/videos/stack-data-structure.html
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diff --git a/videos/system-design-101.html b/videos/system-design-101.html
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diff --git a/videos/tcp-ip-model.html b/videos/tcp-ip-model.html
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diff --git a/videos/transport-protocols-tcp-vs-udp.html b/videos/transport-protocols-tcp-vs-udp.html
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+<!DOCTYPE html><html lang="en"> <head><meta charset="UTF-8"><meta name="generator" content="Astro v4.5.15"><meta name="commit" content="https://github.com/kamranahmedse/developer-roadmap/commit/6e8185564519fbbf450fb45bca0b30402aa0a64d"><title>Transport Protocols: TCP vs UDP</title><meta name="description" content="Learn about the Transport Layer of the TCP/IP model and different transport protocols."><meta name="author" content="Kamran Ahmed"><meta name="keywords" content="roadmap, developer roadmaps, developer roadmap, how to become a developer, frontend developer roadmap, frontend developer roadmap 2023, backend developer roadmap, backend developer roadmap 2023, sre roadmap, sre roadmap 2023, devops roadmap, devops roadmap 2023, android developer roadmap, android developer roadmap 2023, dba roadmap, dba roadmap 2023, blockchain developer roadmap, blockchain developer roadmap 2023, qa roadmap, qa roadmap 2023, qa engineer roadmap, qa engineer roadmap 2023, software architect roadmap, software architect roadmap 2023, asp.net core developer roadmap, asp.net core developer roadmap 2023, react developer roadmap, react developer roadmap 2023, angular developer roadmap, angular developer roadmap 2023, vue developer roadmap, vue developer roadmap 2023, node.js developer roadmap, node.js developer roadmap 2023, javascript developer roadmap, javascript developer roadmap 2023, python developer roadmap, python developer roadmap 2023, go developer roadmap, go developer roadmap 2023, java developer roadmap, java developer roadmap 2023, design system roadmap, design system roadmap 2023, software design roadmap, software design roadmap 2023, graphql roadmap, graphql roadmap 2023"><meta name="viewport" content="width=device-width, user-scalable=yes, initial-scale=1.0, maximum-scale=3.0, minimum-scale=1.0"><meta http-equiv="Content-Language" content="en"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@kamrify"><meta property="og:image:width" content="1200"><meta property="og:image:height" content="630"><meta property="og:image" content="https://roadmap.sh/images/og-img.png"><meta property="og:image:alt" content="roadmap.sh"><meta property="og:site_name" content="roadmap.sh"><meta property="og:title" content="Transport Protocols: TCP vs UDP"><meta property="og:description" content="Learn about the Transport Layer of the TCP/IP model and different transport protocols."><meta property="og:type" content="website"><meta property="og:url" content="https://roadmap.sh/videos/transport-protocols-tcp-vs-udp"><link rel="canonical" href="https://roadmap.sh/videos/transport-protocols-tcp-vs-udp"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"><meta name="apple-mobile-web-app-title" content="roadmap.sh"><meta name="application-name" content="roadmap.sh"><link rel="apple-touch-icon" sizes="180x180" href="/manifest/apple-touch-icon.png"><meta name="msapplication-TileColor" content="#101010"><meta name="theme-color" content="#848a9a"><link rel="manifest" href="/manifest/manifest.json"><link rel="icon" type="image/png" sizes="32x32" href="/manifest/icon32.png"><link rel="icon" type="image/png" sizes="16x16" href="/manifest/icon16.png"><link rel="shortcut icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="icon" href="/manifest/favicon.ico" type="image/x-icon"><link rel="preconnect" href="https://www.google-analytics.com/"><link rel="preconnect" href="https://api.roadmap.sh/"><link rel="stylesheet" href="/_astro/_topicId_.Cfs-_4GM.css">
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index 15c089b56905..cd602995ae89 100644
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