Stop Rerunning: An AI Agent That Tells You Which CI Failures Actually Matter

TL;DR — I built an AI agent that fetches GitHub Actions run history, parses CI logs, and classifies each failure as a real bug, a flaky test, or infrastructure noise. Ran it against 21 open-source rep