Owns the eval harness and quality gate from the beginning. This role replaces the old late‑stage “Evals Specialist” model with a standing owner for measurable agent quality.

Key Responsibilities

• Build and maintain the MVP eval harness: golden tasks, exception tasks, scorecard metrics, and regression packs.
• Wire evals into CI so quality regressions fail builds and releases.
• Define and maintain release‑gate thresholds with Product and the Tech Lead.
• Lay the path for later adversarial and drift‑testing expansion without overbuilding MVP scope.

Requirements

• Experience evaluating ML, LLM, or non‑deterministic systems.
• Strong test and benchmark design capability.
• Comfort working with noisy metrics, thresholds, and probabilistic behavior.
• Good scripting and automation skills.
• Uses AI to generate candidate eval cases and failure hypotheses, but never confuses gene...