Jim Fan· @DrJimFan · X·· 2025-12-27精选
AI 导读
2024:AI 是 copilot 2025+:人类是 copilot Copilot 是新的工程技能。离开驾驶座并不容易——我们必须学会用 AI 的方式思考,并适应陌生的工作流。帮助 AI 帮助我们自己。 [引用 @karpathy]:作为程序员,我从未感到如此落后。这个职业正在被剧烈重构,因为程序员贡献的比特越来越稀疏且穿插其间。我感觉如果能恰当地串联起过去大约一年里出现的东西,我可以强大 10 倍,而未能获得这种提升感觉绝对是技能问题。除了下面通常的层之外,还有一个新的可编程抽象层需要掌握,涉及代理、子代理、它们的提示词、上下文、记忆、模式、权限、工具、插件、技能、钩子、MCP、LSP、斜杠命令、工作流、IDE 集成,以及需要建立一个全面的心理模型来理解那些本质上随机的、易错的、不可理解的且不断变化的实体的优势和陷阱,这些实体突然与过去那种传统的工程实践交织在一起。显然某种强大的外星工具被传递开来,只是它没有附带说明书,每个人都必须弄清楚如何握持和操作它,而由此产生的 9 级地震正在震撼这个职业。卷起袖子以免落后。
推荐理由
顶级研究者警示编程职业正被重构,掌握Agent编排成为工程师新必修课
正文 · 原文
2024: AI is the copilot
2025+: humans are the copilot
Copilot is the new engineering skill. It’s not easy to leave the driver seat - we must learn to think the AI way and adapt to the alien workflows. Help AI help ourselves.
I've never felt this much behind as a programmer. The profession is being dramatically refactored as the bits contributed by the programmer are increasingly sparse and between. I have a sense that I could be 10X more powerful if I just properly string together what has become available over the last ~year and a failure to claim the boost feels decidedly like skill issue. There's a new programmable layer of abstraction to master (in addition to the usual layers below) involving agents, subagents, their prompts, contexts, memory, modes, permissions, tools, plugins, skills, hooks, MCP, LSP, slash commands, workflows, IDE integrations, and a need to build an all-encompassing mental model for strengths and pitfalls of fundamentally stochastic, fallible, unintelligible and changing entities suddenly intermingled with what used to be good old fashioned engineering. Clearly some powerful alien tool was handed around except it comes with no manual and everyone has to figure out how to hold it and operate it, while the resulting magnitude 9 earthquake is rocking the profession. Roll up your sleeves to not fall behind.在 X 查看被引用的帖子
来源:Jim Fan · x.com