Using Codex to Investigate and Resolve Production Incidents

Explore how Codex can collect operational evidence and propose fixes for production issues, with engineers retaining approval before changes are applied. Through three examples, the discussion covers application monitoring, Kubernetes rollouts, and a security-related traffic problem.

■ Application incident investigation
- Checkout errors, dashboards, release context, and code evidence
- Proposed fixes, human approval, and alert-triggered workflows

■ Kubernetes and security scenarios
- Investigating container health and cascading cluster failures
- Applying a security rule to address an expensive request affecting service availability

For engineers and teams working with production operations, the examples offer a view of how to delegate evidence gathering while keeping people involved in remediation. Consider how these workflows could fit your monitoring setup, and define where human review or further automation is appropriate.