Claude 接管应用维护：388 个 PR 的自动化实验
A weird experiment I've been trying the last few weeks is having Claude take ove…
做 AI 工程自动化的同学必看，这套用 Claude 维护应用的例程设计很具体，有 PR 数量和合并率数据，可以直接参考搭建自己的自动化维护流程。
A weird experiment I've been trying the last few weeks is having Claude take over day-to-day maintenance of our apps. Seeing early signs of life that this might be possible.
过去几周，我一直在尝试一个奇怪的实验，让Claude接管我们应用的日常维护。初步迹象表明，这可能是可行的。
The setup is straightforward: we have a Slack channel called proj-claude-maintains-apps. In it, Claude Tag runs a bunch of daily routines across iOS, Android, Desktop, web, CLI, and Agent SDK:
设置很简单：我们有一个名为proj-claude-maintains-apps的Slack频道。在其中，Claude Tag在iOS、Android、桌面、网页、CLI和Agent SDK上运行一系列日常任务：
- Crash fuzzer: open the app in a simulator and tap around to find ways to crash it, then root cause and fix the crashes - Dup unifier: scans the codebase for similar-yet-slightly-divergent abstractions, and puts up PRs to unify them - Dead-code remover: removes statically unreachable code, and adds logging to suspected dead code to check if it's really dead and if so, remove it the next day - Abstraction police: fixes leaky abstractions - a bunch more..
- 崩溃模糊测试：在模拟器中打开应用并点击，寻找崩溃方式，然后定位原因并修复崩溃 - 重复统一器：扫描代码库中相似但略有差异的抽象，并提交PR以统一它们 - 死代码移除器：移除静态不可达代码，并向疑似死代码添加日志以检查其是否真的无用，如果是，则第二天移除 - 抽象警察：修复泄漏的抽象 - 还有更多……
Results have been surprisingly positive. Over the last few weeks, these routines have opened 388 PRs across our repos, 180 of which we merged after Claude Code Review + human review. We're now thinking about how to streamline this to make merging these kinds of mechanical changes easier.
结果出乎意料地积极。在过去几周里，这些任务在我们的仓库中开启了388个PR，其中180个在Claude代码审查和人工审查后合并。我们现在正在考虑如何简化这一流程，使合并这类机械性更改更加容易。
Claude generally gets these PRs right on the first shot, and if it doesn't, we ask Claude to tune its routines so it's better the next day. Sometimes it takes a few days of tuning.
Claude通常第一次就能正确完成这些PR，如果不行，我们会要求Claude调整其任务，以便第二天做得更好。有时需要几天的调整。
To try a similar workflow, ask Claude Code or Tag, or create some routines directly at https://claude.ai/code/routines. A few of the actual prompts I used below.
要尝试类似的工作流程，可以询问Claude Code或Tag，或直接在https://claude.ai/code/routines创建一些任务。以下是我使用的一些实际提示。
Has anyone experimented with similar workflows?
有没有人尝试过类似的工作流程？
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