diff --git a/Dockerfile b/Dockerfile
index b7d3840..408cd64 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 # UnitForge Docker Image
-# Optimized for uv package manager and production deployment
+# Simple build for development and production
 
-FROM python:3.11-slim as base
+FROM python:3.11-slim
 
 # Set environment variables
 ENV PYTHONUNBUFFERED=1 \
@@ -16,9 +16,6 @@ RUN apt-get update && apt-get install -y \
     build-essential \
     && rm -rf /var/lib/apt/lists/*
 
-# Install uv
-COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv
-
 # Create app user
 RUN groupadd --gid 1000 app && \
     useradd --uid 1000 --gid app --shell /bin/bash --create-home app
@@ -26,89 +23,22 @@ RUN groupadd --gid 1000 app && \
 # Set work directory
 WORKDIR /app
 
-# Copy dependency files
-COPY --chown=app:app pyproject.toml .
-COPY --chown=app:app backend/requirements.txt backend/
-
-# Create virtual environment and install dependencies
-RUN uv venv /opt/venv
-ENV PATH="/opt/venv/bin:$PATH"
-RUN uv pip install -r backend/requirements.txt
-
-# Development stage
-FROM base as development
-
-# Install development dependencies
-RUN uv pip install -e ".[dev,web]"
+# Copy dependency files and install Python dependencies
+COPY backend/requirements.txt backend/
+RUN pip install --no-cache-dir -r backend/requirements.txt
 
 # Copy source code
-COPY --chown=app:app . .
+COPY . .
 
 # Make scripts executable
-RUN chmod +x unitforge-cli start-server.sh demo.sh
+RUN chmod +x unitforge-cli start-server.sh demo.sh 2>/dev/null || true
+
+# Change ownership
+RUN chown -R app:app /app
 
 USER app
 
 EXPOSE 8000
 
-CMD ["./start-server.sh", "--host", "0.0.0.0"]
-
-# Production stage
-FROM base as production
-
-# Install only production dependencies
-RUN uv pip install -e .
-
-# Copy source code
-COPY --chown=app:app backend/ backend/
-COPY --chown=app:app frontend/ frontend/
-COPY --chown=app:app unitforge-cli .
-COPY --chown=app:app start-server.sh .
-
-# Make scripts executable
-RUN chmod +x unitforge-cli start-server.sh
-
-# Health check
-HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \
-    CMD curl -f http://localhost:8000/health || exit 1
-
-USER app
-
-EXPOSE 8000
-
-# Use uvicorn directly (already installed via uv)
-CMD ["uvicorn", "backend.app.main:app", "--host", "0.0.0.0", "--port", "8000"]
-
-# Multi-stage build for CLI-only image
-FROM python:3.11-slim as cli-only
-
-ENV PYTHONUNBUFFERED=1 \
-    PYTHONDONTWRITEBYTECODE=1
-
-# Install uv
-COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv
-
-# Create app user
-RUN groupadd --gid 1000 app && \
-    useradd --uid 1000 --gid app --shell /bin/bash --create-home app
-
-WORKDIR /app
-
-# Copy dependency files
-COPY --chown=app:app pyproject.toml .
-
-# Create virtual environment and install minimal CLI dependencies
-RUN uv venv /opt/venv
-ENV PATH="/opt/venv/bin:$PATH"
-RUN uv pip install click pydantic pyyaml validators
-
-# Copy CLI source code only
-COPY --chown=app:app backend/app/core/ backend/app/core/
-COPY --chown=app:app backend/cli/ backend/cli/
-COPY --chown=app:app unitforge-cli .
-
-RUN chmod +x unitforge-cli
-
-USER app
-
-ENTRYPOINT ["./unitforge-cli"]
+# Default command for development
+CMD ["./start-server.sh", "--host", "0.0.0.0", "--log-level", "debug"]