feat: implement agent coordination foundation (Week 1)

✅ Multi-Agent Communication Framework
- Implemented comprehensive communication protocols
- Created hierarchical, P2P, and broadcast protocols
- Added message types and routing system
- Implemented agent discovery and registration
- Created load balancer for task distribution
- Built FastAPI application with full API

✅ Core Components Implemented
- CommunicationManager: Protocol management
- MessageRouter: Advanced message routing
- AgentRegistry: Agent discovery and management
- LoadBalancer: Intelligent task distribution
- TaskDistributor: Priority-based task handling
- WebSocketHandler: Real-time communication

✅ API Endpoints
- /health: Health check endpoint
- /agents/register: Agent registration
- /agents/discover: Agent discovery
- /tasks/submit: Task submission
- /messages/send: Message sending
- /load-balancer/stats: Load balancing statistics
- /registry/stats: Registry statistics

✅ Production Ready
- SystemD service configuration
- Docker containerization
- Comprehensive test suite
- Configuration management
- Error handling and logging
- Performance monitoring

🚀 Week 1 complete: Agent coordination foundation implemented!

apps/agent-coordinator/Dockerfile

@@ -0,0 +1,39 @@
+FROM python:3.11-slim
+
+# Set working directory
+WORKDIR /app
+
+# Set environment variables
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONPATH=/app/src
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    gcc \
+    g++ \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Python dependencies
+COPY pyproject.toml poetry.lock ./
+RUN pip install poetry && \
+    poetry config virtualenvs.create false && \
+    poetry install --no-dev --no-interaction --no-ansi
+
+# Copy application code
+COPY src/ ./src/
+
+# Create non-root user
+RUN useradd --create-home --shell /bin/bash app && \
+    chown -R app:app /app
+USER app
+
+# Health check
+HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \
+    CMD curl -f http://localhost:9001/health || exit 1
+
+# Expose port
+EXPOSE 9001
+
+# Start the application
+CMD ["poetry", "run", "python", "-m", "uvicorn", "src.app.main:app", "--host", "0.0.0.0", "--port", "9001"]