How do I know if my AI agent is working in production?

“Working in dev” and “working in production” are different claims. Dev tells you the happy path runs. Production tells you what happens across thousands of real sessions, real users, and weeks of drift. Per-call logs can't answer the second one; they show that calls succeeded, not whether behavior is healthy.

Flowlines starts with four operating metrics: analyzed chats, active users, issue-free rate, and negative feedback. It then shows user cohorts, intents, issues, and the sessions that need attention.

Open an issue to see what happened, why it matters, the next step, where it fires, and the original sessions behind the pattern.