Latitude

Latitude is an open-source observability and monitoring platform specifically designed for AI agents operating in production environments. Its core function is to provide deep, full-stack visibility into the behavior and performance of autonomous agents, enabling developers and operations teams to detect, diagnose, and resolve issues before they impact end users. The platform captures complete agent trajectories—every step, decision, and interaction—allowing teams to trace the exact sequence of events that led to a particular outcome. This raw data is then indexed and made searchable through a powerful semantic search engine that operates across 100% of all traces, with no sampling whatsoever. Unlike traditional logging tools that may miss edge cases or rare failure patterns, Latitude ensures every conversation, action, and state transition is preserved and queryable. Users can combine semantic search with exact text matching and custom filters to quickly drill down from a broad question—such as "which agents are generating suspiciously long responses?"—to a focused set of real-world examples, all within seconds. The platform also features automatic issue discovery. Rather than relying on manual log inspection, Latitude continuously monitors agent behavior, detects anomalies, and sends real-time alerts when a new issue emerges or an existing one escalates. These alerts can be routed through Slack, email, or webhooks, ensuring that the relevant team members are notified instantly and can act before users begin complaining. The system is designed to close the feedback loop: after a fix is deployed, the same monitoring infrastructure can verify whether the issue has been resolved by comparing new agent trajectories against the historical pattern. Another notable capability