Most AI debugging tools are chatbots you paste stack traces into. Corvin is different, it's a CLI agent that plugs into your running services over WebSocket, watches real requests, and traces failures across service boundaries: contract mismatches between services, missing config for an edge-case input, race conditions between timeouts and async completions. Built for multi-service backends where the bug isn't in one file, it's in the seam between two services.