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A LangGraph-based customer service agent now persists bookings in Postgres, with Docker and hosted options. The agent reads existing bookings to avoid double-booking and writes confirmed appointments. Docker uses PostgreSQL 16 with a persistent volume, while hosted Postgres works via DATABASE_URL.
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