https://www.hansking.cn/blog A posts created with Next.js and Tailwind.css en-us admin@hansking.cn (HANS) admin@hansking.cn (HANS) Sat, 06 Jun 2026 10:00:00 GMT https://www.hansking.cn/blog/2026chang-ren-wu-Agent-jian-cha-dian-hui-fu-yu-mi-deng-zhi-xing https://www.hansking.cn/blog/2026chang-ren-wu-Agent-jian-cha-dian-hui-fu-yu-mi-deng-zhi-xing [{"value":"长任务 Agent：检查点、恢复与幂等执行","url":"#长任务-agent检查点恢复与幂等执行","depth":1},{"value":"一、先把任务从对话里拿出来","url":"#一先把任务从对话里拿出来","depth":2},{"value":"二、用状态机表达任务生命周期","url":"#二用状态机表达任务生命周期","depth":2},{"value":"三、检查点要保存什么","url":"#三检查点要保存什么","depth":2},{"value":"四、最危险的是“成功了，但我没收到成功响应”","url":"#四最危险的是成功了但我没收到成功响应","depth":2},{"value":"五、重试不是遇到错误就再来一次","url":"#五重试不是遇到错误就再来一次","depth":2},{"value":"六、恢复时不要盲目重跑整个计划","url":"#六恢复时不要盲目重跑整个计划","depth":2},{"value":"七、进度要让用户看得懂","url":"#七进度要让用户看得懂","depth":2},{"value":"八、检查点本身也要版本化和保护","url":"#八检查点本身也要版本化和保护","depth":2},{"value":"九、可靠性评测要模拟真实故障","url":"#九可靠性评测要模拟真实故障","depth":2},{"value":"总结：长任务 Agent 的记忆应该属于系统","url":"#总结长任务-agent-的记忆应该属于系统","depth":2}] Sat, 06 Jun 2026 10:00:00 GMT admin@hansking.cn (HANS) AILLMAgent工作流引擎可靠性