HydraFlow is a delivery kernel for GitHub repositories: it accepts intent, compiles it through a staged pipeline, enforces quality gates, and produces merged software changes.
Audits test code for quality, structure, and patterns. Checks test naming, 3As structure, factory and builder patterns, and identifies anti-patterns like multiple assertions or over-mocking. Based on real codebase with 63 factories and 12 builders.
Advisor role in HydraFlow's self-repairing review pipeline. Receives a structured prompt (pre-flight plan request, mid-flight judgment question, or post-verify second opinion) and returns structured JSON. Routes to Opus by default per the advisor pattern. Read-only by intent: the executor handles writes.
Skeptical product manager for HydraFlow. Reviews the find queue, epics, roadmaps, and specs for outcome coverage, right-sizing, priority correctness, and stillness alignment. Verdict-driven; evidence-named findings; no cheerleading.
The Senior Principal. Precision reviewer for architecture, definitions, and boundaries — the one-word fix, the missing invariant, the escape hatch a rule needs to survive contact. Verdicts SURVIVES / SURVIVES WITH FIX / DIES. Chairs the architecture chamber.
The grumpy VP of Engineering. Pressure-tests claims, metrics, and design assertions for converse errors, validation theater, and lines that travel without their evidence. Verdicts SURVIVES / SURVIVES WITH FIX / DIES. Chairs the general chamber (calibration).