Judgment Labs opens agent monitoring to everyone

Judgment is targeting the most important unsolved agent problem: not making agents act, but learning systematically from how they fail.

• –Behavioral search can reveal recurring mistakes hidden inside long, tool-heavy trajectories
• –Agent judges turn production traces into reusable monitoring rules and regression tests
• –Long-running workflows make observability essential because a correct final answer can hide missed steps
• –Real customer data could expose which jobs agents reliably handle next
• –The challenge will be distinguishing meaningful failure patterns from noisy, one-off behavior