LLM API debugging checklist

1. 1Run API calls with debug logging to capture detailed error messages and request/response data
2. 2Configure API clients to retry failed requests and test retry mechanisms
3. 3Test LLM API endpoints with mock data to isolate issues from input data quality
4. 4Apply filtering and validation to incoming requests to prevent common errors like malformed input
5. 5Compare API response formats and data types to expected outputs to catch serialization or deserialization issues

Developers and engineers working with LLM APIs can benefit from this checklist to quickly diagnose and resolve issues, reducing downtime and improving overall system reliability

💡 LLM API issues often stem from more than just model performance, requiring a systematic approach to debugging

🚀 Debug LLM API issues like a pro with this handy checklist! 🤖