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USE-CASE FILE

AI wrapper
production checklist

Provider keys, cost limits, queues and abuse prevention

What makes a AI wrapper different?

API key management, usage limits, queue system, cost alerts

Key production requirements

  1. Define user roles and server-side permissions
  2. Protect secrets and production data
  3. Test the core money or value flow end-to-end
  4. Add monitoring and owner alerts
  5. Test backup, restore and rollback
  6. Set up rate limits and abuse prevention
BY BUILDER

Starting-point guides