architect-diagnose-test-flakes

What problem does it solve?

It helps teams diagnose why automated tests fail intermittently so CI becomes stable and engineers stop wasting time on repeated reruns and guesswork.

Core Features & Use Cases

• Flake diagnosis from evidence: turns failing logs, recent code changes, and runtime context into a structured investigation.
• Root-cause categorization: distinguishes timing, test order, shared state, and external dependency issues to guide the right fix.
• Deterministic remediation plan: identifies a minimal reproduction and proposes the smallest reliable code change plus a guard test.

Quick Start

Diagnose the flaky behavior of the intermittently failing test using the provided CI logs, the relevant git commits, and the runtime context, then return a repro command, the likely root-cause category, and a minimal reliable fix plan with rollback notes.