从 JUnit XML 重试中检测不稳定的测试，并发出包含顶部不稳定案例的分诊报告。
Cluster JUnit failures into stable fingerprints so CI triage focuses on root causes, not noisy one-off logs.
Track and reduce flaky tests with deterministic isolation. Use when handling development work that needs repeatable steps, quality gates, and practical outputs.
Triage production bugs fast with repro isolation and risk-first fixes. Use when handling development work that needs repeatable steps, quality gates, and pra...
Autonomous crash analysis and bug fixing. Monitors crash reports from Cloudflare D1, deduplicates, analyzes with Codex 5.3 High, generates fixes, and creates...
Coder-focused incident response and hotfix execution for production issues. Use when you need reproducible triage, patch/rollback decisions, CI-safe hotfix b...
End-to-end trace debugging from trace_id. Fetch Jaeger trace and Elasticsearch logs, analyze possible bugs (optionally with local repository context), and ge...
