OpenAI Codex Production Monitoring Demo
Published by the official OpenAI channel on October 8, 2026, this video features co-hosts Tony Loehr and Anke Hao demonstrating three practical production-monitoring workflows with Codex: tracking a checkout failure in Grafana, investigating a Kubernetes rollout causing out-of-memory restarts, and exploring how a Codex Security finding connects service availability to a missing resource limit.
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The official OpenAI channel published a video titled "Production Monitoring with Codex: Grafana, Kubernetes, & Security" on October 8, 2026. Hosted by Tony Loehr and Anke Hao, the episode focuses on practical applications of Codex in production monitoring.
The video covers three specific demonstrations: tracking a checkout failure in Grafana, investigating a Kubernetes rollout that causes out-of-memory restarts, and exploring how a Codex Security finding connects service availability to a missing resource limit. The program aims to show how telemetry, release history, and code support an investigation, and how engineers review proposed changes and check results.