ChatGPT 3. 5 only came out about three and a half years ago. Claude Code was released in February 2025.
这两年 AI 编程工具变化很快。 从 Copilot 式的代码补全，到 Claude Code、Codex、OpenCode、Cursor、Cline 这类 Agent 工具，AI 已经不只是“帮你补几行代码”了。它可以读项目、改文件、跑命令、调用工具、分析报错，然后继续下一轮。 但 Agent 越像一个“会干活的人”，问题也越明显： 它出错的时候，你很难判断它到底错在哪里。 很多人遇到 AI 编程工具跑偏时，第一反应是改 prompt。 比如： 你要更认真一点。 不要偷懒。 必须先读代码再修改。 不要乱改无关文件。 这些提示有时有用，但更多时候只是把问题往后推。 因为真正的问题可能根本...
Hey HN, I built woltspace as a way to interact with my coding agents when I'm away from the computer. It's fully containerized, so you can give them full access inside their sandbox (the lodge). Right now it supports Claude Code.
I have been on the 20x Max plan of Claude Code for a while now, however since last week something changed and I seem to have been getting lots and lots of those 529 errors. My workflow hasn't changed, same level of concurrency as usual, did they change their limits?
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