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  2. Designing safe AI integrations

Developer guide

Designing safe AI integrations

Principles for connecting an AI system to real systems.
Advanced1 min readPart of Building AI integrations

Principles

  • Least privilege: each integration gets only the access it needs.
  • Secrets stay on the server.
  • Bound everything: input size, tokens, retries, time and cost.
  • Idempotent actions and an audit trail.
  • A kill switch you can reach without deploying.

Failure

Decide what happens when a provider is down or slow: fall back, queue, or tell the user plainly. Never fake success.

Part of: Building AI integrations

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Last updated 2026-09-25. Something unclear or wrong? Tell us.

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