My tech blog: real problems I solved in automation, data and AI projects, with code you can reuse.
November 11, 2026 · 5 min read
Why an AI agent in n8n asks again for data it already has or confirms incomplete bookings, and how I fixed it with state in Postgres and validation in code.
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