Latitude

What is it

Latitude is an open-source AI-agent observability platform. It's specifically for tracing AI agents' execution in production, detecting problems that arise, and automatically proposing fixes by submitting a pull request (PR). In other words, it not only helps you see what happens to the agent but also tries to proactively patch the problem for you.

What problem it solves

Once an AI agent goes live, its behavior becomes hard to grasp: it may fail on certain inputs, take detours, or produce wrong results, and developers often have to sift through masses of logs afterward to find the cause. Traditional monitoring tools can tell you "something went wrong" but won't tell you "how to fix it."

Latitude's approach links observability and repair together — first laying out every step of the agent via tracing and detecting anomalies, then turning suggested fixes directly into PRs sent into your code flow, letting engineers decide whether to adopt them via the familiar code-review process. Plus, being open-source, teams can deploy and control it themselves. It suits engineering teams developing and operating AI agents, used to shorten the debugging-and-iteration loop.