两年来，和AI编码的杠杆都在提示词上，拼谁写得好，拼谁给的上下文准。这个阶段已经结束了。现在AI能力足够了，下一个杠杆点，变成了设计系统：让系统决定AI该做什么，什么时候做，结果怎么验证，哪些信息要保留到下次运行。 Claude Code 作者Boris最近说 ...

After being gobsmacked by the new billing plan using almost all my monthly credits in one or two days, I tried pushing some Copilot-style coding work onto local models in VS Code. What I found was ...

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With the rise of AI coding assistants continuing apparently unabated, some project maintainers have begun striking back. Ars Technica reports on projects putting hostile directions into the ...