Latitude is an open-source platform for monitoring AI agents in production and finding where they break down. Operated by Latitude Data S.L. and founded in 2022, the company built the tool around the idea that agent failures need to be treated like software bugs, tracked as discrete issues, rather than buried in raw trace logs.
Latitude captures traces across sessions, tool calls, and reasoning steps, then groups repeated failure patterns into a single tracked issue with frequency and cause attached, generating regression-test datasets automatically from validated production traces. Its MCP server can hand a detected issue directly to a coding agent like Claude Code or Cursor so a fix can move toward an opened pull request without leaving the workspace.
The platform suits engineering teams running AI agents in production who need more structure than raw OpenTelemetry logs provide. Latitude is MIT-licensed and self-hostable for free; its managed Starter plan includes 20,000 monthly credits at no cost, and Pro costs $99 a month with 100,000 credits, while Enterprise pricing is negotiated separately.
