AI / Merge Mind: The Self Learning AI Code Review Bot Interview Questions
How do you troubleshoot Merge Mind if it stops posting review comments on new merge requests?
- Check that the GitLab webhook is still configured correctly and firing, since a misconfigured or deleted webhook means Merge Mind never hears about new merge requests
- Verify the GitLab access token in the .env file hasn't expired or lost the permissions needed to read merge requests and post comments
- Confirm the OpenAI API key is still valid, since an expired or rate-limited key would block the analysis step entirely
- Check whether the Circuit Breaker has opened due to repeated OpenAI failures, which would intentionally suppress calls for a cooldown period
- Review the Prometheus and Grafana dashboards for spikes in failures or unusual gaps in activity
- Confirm the Docker Compose services are actually running, since a crashed container would silently stop the whole pipeline
Working through these roughly in order, from the entry point at the webhook through to the underlying containers, narrows down whether the issue is connectivity, credentials, or the resilience layer intentionally holding back traffic.
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