#testing

Vibes-based scoring is finally dying. Trajectory eval, rubric eval, golden replay, and the test pyramid that production agent teams actually run.

You can't ship agents you can't measure. The 2026 eval stack — task-level scoring, trajectory grading, LLM-as-judge with calibration, and the regression gates that catch silent quality drops.