Captures the architecture for the post-prototype build: Pi Python client +
ASP.NET backend (with embedded React UI) on Coolify, SQLite, multi-turn
Realtime sessions with end_session/get_current_time/set_volume tools,
pairing-code device onboarding, and idempotent install/update flow.
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