diff --git a/.env.example b/.env.example
index e468aae8b..8e5392a0d 100644
--- a/.env.example
+++ b/.env.example
@@ -1,3 +1,8 @@
+# Image Tags
+# ----------
+
+TAG=dev
+
 # Security
 # --------
 
diff --git a/agents-api/docker-compose.yml b/agents-api/docker-compose.yml
index e086affbf..d385db0a8 100644
--- a/agents-api/docker-compose.yml
+++ b/agents-api/docker-compose.yml
@@ -24,7 +24,7 @@ x--shared-environment: &shared-environment
   WORKER_URL: ${WORKER_URL:-temporal:7233}
 
 x--base-agents-api: &base-agents-api
-  image: julepai/agents-api:${TAG}
+  image: julepai/agents-api:${TAG:-dev}
   depends_on:
     worker:
       condition: service_started
@@ -67,7 +67,7 @@ services:
       AGENTS_API_PREFIX: "/api"
 
   worker:
-    image: julepai/worker:${TAG}
+    image: julepai/worker:${TAG:-dev}
     environment:
       <<: *shared-environment
     build:
@@ -87,7 +87,7 @@ services:
           path: Dockerfile.worker
 
   cozo-migrate:
-    image: julepai/cozo-migrate:${TAG}
+    image: julepai/cozo-migrate:${TAG:-dev}
     container_name: cozo-migrate
     build:
       context: .
diff --git a/blob-store/docker-compose.yml b/blob-store/docker-compose.yml
index 60a296db7..4fe9a658e 100644
--- a/blob-store/docker-compose.yml
+++ b/blob-store/docker-compose.yml
@@ -2,7 +2,7 @@ name: julep-blob-store
 
 services:
   seaweedfs:
-    image: julepai/blob-store:${TAG}
+    image: julepai/blob-store:${TAG:-dev}
     build:
       context: .
       dockerfile: Dockerfile
diff --git a/deploy/simple-docker-compose.yaml b/deploy/simple-docker-compose.yaml
index 8b6093e9a..0b21af407 100644
--- a/deploy/simple-docker-compose.yaml
+++ b/deploy/simple-docker-compose.yaml
@@ -26,7 +26,7 @@ services:
       TEMPORAL_WORKER_URL: temporal:7233
       TRUNCATE_EMBED_TEXT: "True"
       WORKER_URL: temporal:7233
-    image: julepai/agents-api:${TAG:-1.0}
+    image: julepai/agents-api:${TAG:-dev}
     networks:
       default: null
     ports:
@@ -56,12 +56,13 @@ services:
       TEMPORAL_WORKER_URL: temporal:7233
       TRUNCATE_EMBED_TEXT: "True"
       WORKER_URL: temporal:7233
-    image: julepai/cozo-migrate:${TAG:-1.0}
+    image: julepai/cozo-migrate:${TAG:-dev}
     networks:
       default: null
     restart: "no"
 
   integrations:
+    image: julepai/integrations:${TAG:-dev}
     environment:
       OPENAI_API_KEY: ${OPENAI_API_KEY}
     networks:
@@ -109,12 +110,12 @@ services:
     restart: unless-stopped
     volumes:
       - type: bind
-        source: ./llm-proxy/litellm-config.yaml
+        source: ../llm-proxy/litellm-config.yaml
         target: /app/config.yaml
         bind:
           create_host_path: true
       - type: bind
-        source: ./llm-proxy/.keys
+        source: ../llm-proxy/.keys
         target: /app/.keys
         read_only: true
         bind:
@@ -161,7 +162,7 @@ services:
       COZO_BACKUP_DIR: /backup
       COZO_MNT_DIR: /data
       COZO_PORT: "9070"
-    image: julepai/memory-store:${TAG:-1.0}
+    image: julepai/memory-store:${TAG:-dev}
     labels:
       ofelia.enabled: "true"
       ofelia.job-exec.backupcron.command: bash /app/backup.sh
@@ -236,12 +237,12 @@ services:
       default: null
     volumes:
       - type: bind
-        source: ./scheduler/dynamicconfig
+        source: ../scheduler/dynamicconfig
         target: /etc/temporal/config/dynamicconfig
         bind:
           create_host_path: true
       - type: bind
-        source: ./scheduler/cert
+        source: ../scheduler/cert
         target: /cert
         bind:
           create_host_path: true
@@ -307,7 +308,7 @@ services:
       TEMPORAL_WORKER_URL: temporal:7233
       TRUNCATE_EMBED_TEXT: "True"
       WORKER_URL: temporal:7233
-    image: julepai/worker:${TAG:-1.0}
+    image: julepai/worker:${TAG:-dev}
     networks:
       default: null
 
diff --git a/gateway/docker-compose.yml b/gateway/docker-compose.yml
index d4ce6a2bd..c43ba0e49 100644
--- a/gateway/docker-compose.yml
+++ b/gateway/docker-compose.yml
@@ -2,7 +2,7 @@ name: julep-gateway
 
 services:
   gateway:
-    image: julepai/gateway:${TAG}
+    image: julepai/gateway:${TAG:-dev}
     environment:
       - GATEWAY_PORT=80
       - JWT_SHARED_KEY=${JWT_SHARED_KEY}
diff --git a/integrations-service/docker-compose.yml b/integrations-service/docker-compose.yml
index 750dc473d..27a93cfb7 100644
--- a/integrations-service/docker-compose.yml
+++ b/integrations-service/docker-compose.yml
@@ -6,6 +6,7 @@ x--shared-environment: &shared-environment
 
 services:
   integrations:
+    image: julepai/integrations:${TAG:-dev}
     environment:
       <<: *shared-environment
     
diff --git a/memory-store/docker-compose.yml b/memory-store/docker-compose.yml
index e785a3526..51dcaea32 100644
--- a/memory-store/docker-compose.yml
+++ b/memory-store/docker-compose.yml
@@ -2,7 +2,7 @@ name: julep-memory-store
 
 services:
   memory-store:
-    image: julepai/memory-store:${TAG}
+    image: julepai/memory-store:${TAG:-dev}
     environment:
       - COZO_AUTH_TOKEN=${COZO_AUTH_TOKEN}
       - COZO_PORT=${COZO_PORT:-9070}