- implement FastAPI backend with REST and WebSocket streaming
- add node-level metrics (tokens, latency) to event protocol
- design literal graph and top 3 metrics (Sharpe, Regime, Drawdown)
- scaffold React frontend with Chakra UI and useAgentStream hook
- add DESIGN.md and .env.example