Latitude
An open-source observability platform for AI agents that groups failing traces into tracked signals, dispatches a coding agent with the relevant context to fix the underlying bug, and replays fixes against real failures.
Latitude observes AI agents through one line of telemetry that captures every trace, including multi-turn sessions, tool calls and full execution paths, ingested over OpenTelemetry. Failing traces are automatically grouped into tracked signals showing status, size and trend, so a team can see what is breaking and how often.
When a signal is worth fixing, Latitude dispatches a coding agent such as Claude Code or Cursor with the full context, sample traces and a deep link, so it can write a minimal fix and open a pull request; the fix is then replayed against the real failing traces to confirm it holds. The same functionality available in its web interface can also be reached from a coding agent through an MCP server and a CLI, and telemetry works with most model providers and frameworks, including OpenAI, Anthropic, Bedrock, the Vercel AI SDK and LangChain, plus any OpenTelemetry-compatible application.