校准我的乌龟
Calibrating My Turtle

原始链接: https://clabs.org/blog/CalibratingMyTurtle

作者反思了与类Claude等编码代理的关系演变,发现一个反复出现的模式:总是先适应工作流程,*然后*才发现它们的新能力。这导致经常出现“恍然大悟”的时刻,以及不断重新评估任务委派的感觉——选择将哪些“任务”交给人工智能处理,哪些自己管理。 虽然Claude无疑能提高小规模的生产力,但作者质疑整体收益,预计即使有了Steve Yegge设想的“Gas Town”等先进人工智能系统,仍然会遇到阻碍和运营开销。他们对大幅加速成果的说法(例如,一个小时完成一年的工作)持怀疑态度,认为初始学习和持续维护往往被忽视。 最终,作者表达了一种略带讽刺的接受态度,更倾向于专注于可管理、独立的任务,而不是试图利用人工智能的全部、可能令人难以承受的力量。

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原文
There's a weird-to-me pattern I'm guessing most folks run into while working with coding agents. It starts with, “Oh, cool! Claude can do X! That's amazing!”

Then, by default, I change my work to doing Y, which usually includes invoking Claude to do X.

insert SpongeBob “3 Days Later” interstitial

Then, at some point, the thought finally occurs: “Oh! Claude could ALSO do Y!”

I'm months into using Claude, but still I have these head-smack moments, at a rate that might be harshing my mental health. There are a lot of turtles down there, and it weirds me thinking about which turtles to hand off to Claude and which one I should tether myself to.

I'm no doubt more productive in the small with Claude. But I still have to manage something. Am I more productive in the large? Probably, but I think there are plenty of things I still have to do that will be blockers.

Enter Steve Yegge's Gas Town. That's ambitious! I've been thinking about individual turtles while Steve is cattle-driving hordes of them. (Turtle Horde — cool band name — I called it.)

Can Gas Town really work? For some problems maybe? My mind is too small to know. But people still gotta do SOMETHING with what is created, right?

Then we have the tweet from the googler saying Claude did in an hour what it took them a year. That also feels off to me.

Didn't the year involve a year's worth of learning, and if you could really go back without ANY of that experience, could Claude have really done it in an hour? I'm doubtful. “It” was still unknown, undiscovered.

And even if it COULD do it in an hour, I'm presuming “It” is still something that will require a lot of ops work to get going and continually be maintained? And sure the Claude Cloud Army could eventually be built out to handle that too I suppose, but ... anyway.

I don't have a great zinger here to wrap up with. Claude?

Wry acceptance:
- “Anyway. Back to my one turtle. It's not much, but it's honest work.”

Welp, that sucked. Ta-ta for now!

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