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From demo to production AI in 7 lessons

Seven short, practical lessons on what separates an AI system that survives real users from one that doesn't. Written for developers who already ship code.

What's inside

  1. Day 1Why AI features die between demo and production
  2. Day 2The code around the model is the product
  3. Day 3Evals in an afternoon
  4. Day 4Tools and agents without losing control
  5. Day 5Retrieval that returns the right thing
  6. Day 6Guardrails: prompt injection, permissions and PII
  7. Day 7Keeping the bill and the wait predictable