Monitor LLM Requests with JSONL and pandas in Python
Turn versioned request traces into a repeatable monitoring check. Load JSONL with pandas, validate the schema, calculate success rate and tail latency, inspect token use, and block a candidate release when it misses explicit limits.
July 15, 2026 in Python, Machine Learning by Mehdi Lotfinejad10 minutes