Add Plan 2/7: Frontend, LLM & Realtime Pipeline
Reordered to put a real browsable site first (React frontend served by FastAPI, Tasks 1-2) ahead of backend-only plumbing (Ollama queue, Piper TTS, WebSocket session channel, Tasks 3-5) that Plans 3-6 will build spirit-mode logic on top of.
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