Monitoring

AI Bridge records the last user prompt, token usage, and every tool invocation for each intercepted request. Each capture is tied to a single "interception" that maps back to the authenticated Coder identity, making it easy to attribute spend and behaviour.

User Prompt logging

User Leaderboard

We provide an example Grafana dashboard that you can import as a starting point for your metrics. See the Grafana dashboard README.

These logs and metrics can be used to determine usage patterns, track costs, and evaluate tooling adoption.