TraceTriage

TraceTriage is a web app (with a lightweight CLI agent) that pinpoints why end-to-end and integration tests fail intermittently. It ingests CI artifacts (logs, screenshots, videos, network traces, console output) and correlates them with code changes, environment signals, and test history to produce a ranked “most likely cause” report. It focuses on practical debugging: timing issues, unstable selectors, race conditions, third‑party dependency hiccups, and environment drift. The product is intentionally narrow: it doesn’t try to replace your test framework or CI; it sits on top and shortens the time from red build to actionable fix. An AI layer summarizes evidence and suggests next steps, but the core value is deterministic correlation and reproducible failure recipes. Expect some setup friction (agents, permissions), but once wired, it saves hours per week for teams running large CI suites.