L7 Informatics — SDET
Test-failure analysis via structured LLM extraction
- Python
- LLM function-calling
- structured output
- test infra
Turned thousands of opaque Cypress failures into structured, queryable data using LLM function-calling to extract failure type, root cause, and location — a structured-extraction pattern built before it became a standard technique, and in practice an anomaly-detection and data-quality layer for the whole test suite. Full write-up →