Overview
Latitude is an open-source (MIT licensed) AI agent observability and monitoring platform designed to enable self-healing AI agents. It tracks agent traces in production, detects recurring failure patterns, and integrates with developer tools like Claude Code and Cursor to automatically create fixes.
Key Features
- OpenTelemetry Compatible: Fully compatible with OpenTelemetry standards, allowing seamless integration with existing telemetry pipelines without vendor lock-in.
- Automatic Issue Discovery & Signals: Automatically groups failed traces into prioritized signals and issues, providing context on trends and affected users.
- Self-Healing Agent Dispatch: Passes rich trace context and issue details directly to coding agents (such as Cursor or Claude Code) via an MCP server to automatically open pull requests for bug fixes.
- Conversation Intelligence: Analyzes session outcomes to identify escalations, resolutions, user trust breaks, and tool failures.
- Dataset Management & Human Annotations: Automatically creates versioned golden datasets from validated production traces for evaluation and enables team members to leave inline feedback on traces.
Use Cases
- Monitoring and debugging LLM agents and multi-agent workflows in production.
- Automated root-cause analysis and automated PR generation for agent code failures.
- Creating evaluation datasets directly from real user interactions.
