Judgment Labs Reaches General Availability With Agent Monitoring and Self-Improvement Platform

Judgment Labs, a startup building infrastructure for autonomous AI agents, has reached general availability with its continuous-improvement platform designed to monitor agent behavior in production and automatically identify failure patterns. The platform enables teams to trace agent execution traces across multiple frameworks, surface recurring failures, and test fixes before deployment—addressing a critical gap in agent reliability as enterprises scale autonomous systems into production.