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2026年8月25日 ChatGPT Plus Pro Codex 教程：用幂等队列构建可恢复的 AI Agent 工作流

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

gptupcn.com｜ChatGPT Plus、Pro 与 Codex 使用参考 当 Codex 或其他 AI Agent 只处理一个文件时，“失败后重试”通常没有什么风险；一旦任务扩展到几十个仓库、数百个文件或多个外部接口，简单重跑就会产生重复提交、重复通知、状态覆盖和费用失控。真正可靠的 Agent 系统不能只追求一次执行成功，而要能够回答四个问题：任务现在处于什么状态、同一输入是否已经处理、失败后应该从哪里恢复、人工如何安全接管。 本文面向正在使用 ChatGPT Plus、ChatGPT Pro 或 Codex 的开发者，给出一个可以本地运行的 Python 示例：用 SQLite…

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  1. 2026-08-25 02:14 · DEV Community — AI
    2026年8月25日 ChatGPT Plus Pro Codex 教程：用幂等队列构建可恢复的 AI Agent 工作流

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