diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index c239013..d3c0105 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -40,7 +40,11 @@
         "files.trimTrailingWhitespace": true,
         "python.analysis.typeCheckingMode": "basic",
         "python.analysis.autoImportCompletions": true,
-        "python.defaultInterpreterPath": "/usr/local/bin/python",
+        "python.defaultInterpreterPath": "${workspaceFolder}/.venv/bin/python",
+        "python.analysis.extraPaths": [
+          "${workspaceFolder}/.venv/lib/python3.13/site-packages"
+        ],
+        "python.terminal.activateEnvironment": true,
         "python.linting.enabled": true,
         "python.linting.ruffEnabled": true,
         "python.terminal.activateEnvInCurrentTerminal": true,