Latitude

Latitude is an open-source platform designed for monitoring and analyzing complex agent behaviors. It helps identify and diagnose failures in coding agents at scale. Key capabilities include: * Capture and analyze agent activity trajectories * Discover recurring behavioral patterns * Automated issue detection and alerting * Comprehensive session search with semantic capabilities * Automatic evaluation generation from real examples This platform provides full transparency into agent operations, allowing teams to understand conversation dynamics, pinpoint problem areas, and track resolutions. It analyzes completed sessions to highlight escalations, abandonments, trust breaks, retries, and tool failures, offering deep insights into user interactions and agent performance. Teams can swiftly move from general observations to specific examples using semantic and exact text search across all traces. Latitude significantly reduces the effort required to manage advanced agents by offering real-time alerts for new or escalating issues, integrating with communication tools like Slack and email. It is built for engineering teams and developers who need robust observability to maintain agent reliability and improve functionality before issues impact users. The platform ensures agents perform optimally by continuously monitoring real traffic and validating fixes.