diff --git a/network-poc/static/index.html b/network-poc/static/index.html
index 536a900..08e21f3 100644
--- a/network-poc/static/index.html
+++ b/network-poc/static/index.html
@@ -2213,18 +2213,15 @@ ${Object.entries(generatedFiles).map(([n, c]) => `--- ${n} ---\n${c}`).join('\n\
             termLog(`\n<span style="color:#d29922;font-weight:bold">[${step6}] DevOps</span> — Dockerfile`);
             pipelineStep('tester', 'Dockerfile', 'active', 'Dockerfile');
             const mainFile = Object.keys(generatedFiles).find(f => f.includes('main') || f.includes('app')) || Object.keys(generatedFiles)[0];
-            const hasPyproject = Object.keys(generatedFiles).some(f => f === 'pyproject.toml');
-            const hasRequirements = Object.keys(generatedFiles).some(f => f === 'requirements.txt');
-            const depInstall = hasPyproject ? 'COPY pyproject.toml ./\nRUN pip install --no-cache-dir .' : hasRequirements ? 'COPY requirements.txt ./\nRUN pip install --no-cache-dir -r requirements.txt' : 'RUN pip install --no-cache-dir fastapi uvicorn';
-            const dockerPrompt = `Write a Dockerfile for this Python project.
+            const dockerPrompt = `Write a Dockerfile for this Python project using uv package manager.
 
 RULES:
-- Base: python:3.12-slim (single stage, no multi-stage needed for Python)
-- Install deps with pip ONLY (no poetry, no pipenv, no conda)
-- ${depInstall}
+- Base: python:3.12-slim
+- Install uv: COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv
+- COPY pyproject.toml and then: RUN uv sync --no-dev
 - COPY all .py files
 - EXPOSE 8000
-- CMD ["uvicorn", "${mainFile.replace('.py','')}:app", "--host", "0.0.0.0", "--port", "8000"]
+- CMD ["uv", "run", "uvicorn", "${mainFile.replace('.py','')}:app", "--host", "0.0.0.0", "--port", "8000"]
 - Only output Dockerfile content, no explanations
 
 Files: ${Object.keys(generatedFiles).join(', ')}`;
@@ -2254,9 +2251,9 @@ Files: ${Object.keys(generatedFiles).join(', ')}`;
             const readmePrompt = `Write a minimal README.md. Include ONLY:
 1. One-line description
 2. Quick start: docker compose up
-3. Development: how to run without Docker
+3. Development: uv sync && uv run uvicorn main:app --reload
 4. API endpoints (if applicable)
-5. How to test
+5. Testing: uv run pytest
 Max 20 lines.
 
 Files: ${Object.keys(generatedFiles).join(', ')}`;