Anthropic engineer: "You're not supposed to watch Claude Code work You're supposed to wake up and review what it shipped" In 22 minutes, she builds the entire asynchronous workflow live, step by step from an empty terminal Chat Prompts → Assistant Mode → Continuous Loops → Graphs → Autonomous... Production Most people close their laptop and everything stops This setup keeps running in a persistent verification loop executing tests, patching edge cases, and getting sharper the longer it runs If this were a $500 course, people would call it the best agentic engineering breakdown of the year You probably think you don't have 22 minutes right now Don't let this vanish from your feed Watch the video first Then save the exact setup guide belowshow more

Let the loop run, but bound it: cap iterations, fail closed on repeated errors, and attach test/patch evidence before merge.

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watching agents work is already becoming the old workflow))

Really impressive. Looking forward to what's next.

「醒来验收」适合脏活；合进主线 / 花钱 / 对外发，没有可见卡点就只剩盲收或重做。异步可以，验收位不能睡死。

under-celebrating the boring win over here.

Thanks for sharing!

Amazing

Amazing

Awsome

Amazing share

That's brilliant

Anthropic engineers know balls love to learning soemthing from them

Nice one

The persistent verification loop is the real unlock—autonomy matters when it keeps testing and correcting.

This post is absolutely fantastic! I truly enjoyed reading through it. The effort and creativity put into this definitely warrant appreciation. Please keep sharing more amazing content like this! 🔥

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Amazing

The production boundary is a hard budget plus a reject path: cap tool calls and time, validate the artifact, then escalate instead of letting the loop improvise.

Awesome share

Amazing

Awesome work bro

new job title just dropped: professional agent babysitter

Async review only works if your test suite catches what you'd catch by watching. Otherwise you're just reviewing failures later, not preventing them.

Great one

automating the review loop turns debugging into a continuous experiment

Nice

Awesome share

that's great

async only works if review is a real gate. otherwise you just delayed discovering it rewrote the failing test into an assert true.

Great share

Great share