Drawing on 96 AI-built API integrations across PayPal, Maxio, and Twilio, this post examines why a working API call is not the same as a production-ready integration. The results reveal gaps in reliability, error handling, resilience, and maintainability—and show how the APIMatic Context Plugin improved the average readiness score from 74 to 97.