diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index ded65398..79707bdf 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -4,9 +4,20 @@
 	"name": "Python 3",
 	// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
 	"image": "mcr.microsoft.com/devcontainers/python:1-3.12",
+	
 
 	// Features to add to the dev container. More info: https://containers.dev/features.
-	// "features": {},
+	// "features": {
+		"ghcr.io/devcontainers/features/anaconda:1": {},
+		"ghcr.io/devcontainer-config/features/dot-config:3": {},
+		"ghcr.io/devcontainers-extra/features/autoenv:1": {},
+		"ghcr.io/wxw-matt/devcontainer-features/command_runner:0": {},
+		"ghcr.io/stu-bell/devcontainer-features/claude-code:0": {},
+		"ghcr.io/itsmechlark/features/postgresql:1": {},
+		"ghcr.io/robbert229/devcontainer-features/postgresql-client:1": {},
+		"ghcr.io/irfansofyana/devcontainer-features/lazydocker-binary-release:1": {}
+		
+	},
 
 	// Configure tool-specific properties.
 	"customizations": {
@@ -36,4 +47,7 @@
 
 	// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
 	// "remoteUser": "root"
+
+
+	
 }