Session

Two-Way Observability: AI Debugs Your Code, You Debug Your AI

Your AI coding agent can already read your code. What if it could also read your logs, metrics and traces and directly tell you what's actually broken?

Grafana gcx gives an AI agent direct, live access to your observability data. I'll show it diagnosing a real issue: pulling observability data, correlating it with your code and proposing the actual fix. Not just "check your logs", but real fixes.

Then I'll show the reverse: with OpenTelemetry enabled on an AI coding agent itself, you can see what your agent is doing in a Grafana dashboard, tokens burned, tools called, cost per session. So you can observe your coding agent's behavior.

You'll leave with runnable examples for both flows that you can try yourself the next day: an agent that debugs your app using your existing telemetry, and a dashboard that debugs your agent.

Cees Bos

OpenValue - Java Developer, Observability Engineer & SRE - Grafana Champion

Putten, The Netherlands

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