phase 2

ctrl/Dockerfile

@@ -1,11 +1,13 @@
 FROM python:3.11-slim
 
+RUN pip install --no-cache-dir uv
+
 WORKDIR /app
 
 COPY requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
+RUN uv pip install --system --no-cache -r requirements.txt
 
-# No COPY . . — code is volume-mounted in dev (..:/app)
-# This image only provides the Python runtime + dependencies
+# Copy code into image (k8s uses this, docker-compose volume-mounts over it)
+COPY . .
 
 CMD ["python", "admin/manage.py", "runserver", "0.0.0.0:8000"]