Quality

Checking correctness, maintainability, edge cases, and security before merging changes.

Finding root causes through logs, reproduction, isolation, and targeted tests.

Testing LLM quality, retrieval quality, task completion, and regression behavior.

Creating repeatable checks for UI, API, integration, and regression behavior.

Testing web apps with deterministic browser, API, and UI checks.