Agents token burn needs more visibility.

Latitude just launched an open-source, MIT licensed monitoring platform that turns AI agent conversations into production debugging data.

Most agents already talk to more users than any teammate, but those chats usually sit as raw logs, so teams miss frustration, unmet requests, repeated failures, and churn signals.

Latitude organizes that mess into a see, catch, fix loop: see sessions, users, tools, cost, latency, and behaviors; catch repeated failures through Signals; fix them from your editor through MCP.

The product is built for production agents, not just model calls, because agent quality depends on tool use, user intent, retries, cost, latency, and the gap between what the user expected and what the system did.