Debug Production at the Speed of AI

Coralogix presents a CLI integration that lets coding agents such as Claude investigate production incidents directly using observability data including logs, metrics, traces, real-user monitoring, and infrastructure information. After installation and authentication, users can ask an agent to identify urgent issues or analyze a specific failure, with the agent correlating telemetry, source code, deployments, configuration changes, and historical data to propose a likely root cause. An example describes checkout failures caused by code that assumed an expired promotional coupon would always return a matching campaign, which the agent could identify and potentially address by drafting a pull request. The approach is intended to reduce manual switching among monitoring views and repetitive context-sharing while retaining engineers’ responsibility to review findings, decide on fixes, and escalate issues to other teams when appropriate.

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