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官方來源· OpenAI· 發布於 2026年10月7日
OpenAI 影片以 Codex 示範 Grafana、Kubernetes 與資安調查
OpenAI 於 10 月 7 日發布由 Tony Loehr 與 Anke Hao 主持的影片，透過三個情境展示以 Codex 協助生產環境監控：追查 Grafana 中的結帳故障、調查造成記憶體不足重啟的 Kubernetes 部署，以及檢視 Codex Security 發現的資源限制問題。
完整報導
OpenAI 於 10 月 7 日發布《Production Monitoring with Codex: Grafana, Kubernetes, & Security》，由共同主持人 Tony Loehr 與 Anke Hao 帶來三個生產環境監控示範。內容從 Grafana 中的結帳故障開始，接著調查導致記憶體不足重啟的 Kubernetes 部署，並檢視一項 Codex Security 發現如何連結服務可用性與缺少資源限制。
影片也呈現工程師如何結合遙測資料、發布歷史與程式碼進行調查，並審查建議變更、確認處理結果。這些示範聚焦於監控訊號如何串連到故障排查與變更檢查，而非只呈現單一告警。
為什麼值得注意
三個案例涵蓋應用程式故障、部署後的資源問題與安全發現，讓工程師和技術團隊讀者能具體了解影片所展示的 Codex 輔助調查流程及其涵蓋範圍。
來源證據
先看主要證據，再查看佐證來源與來源脈絡。
主要證據
1Production Monitoring with Codex: Grafana, Kubernetes, & Security
OpenAI
“It’s 3 a.m. and checkout errors are climbing. What do you check first? Join cohosts Tony Loehr and Anke Hao for three practical production-monitoring demos with Codex. Follow a checkout failure in Grafana, investigate a Kubernetes rollout that causes out-of-memory restarts, and explore how a Codex Security finding connects service availability to a missing…”
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