Latitude tracks silent AI agent failures

Monitoring stateful, non-deterministic AI agents requires a complete paradigm shift from traditional single-request LLM logging. By clustering failures into trackable issues and auto-generating test cases from production data, Latitude offers a robust reliability loop for developers.

• –Clusters raw traces into active "issues" with lifecycles to prevent developer alert fatigue
• –Automatically compiles production failure annotations into runnable test suites (evals)
• –Supports semantic search and session-based tracking to inspect multi-turn agent paths
• –Open-source, MIT-licensed architecture enables local-first development and self-hosting
• –Integrates with OpenTelemetry and Vercel's AI SDK for seamless deployment setups