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Dec 28, 2026 03:37 AM
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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.
作为一名程序员,我从未感到如此落后。随着程序员贡献的部分越来越少,整个行业正在经历剧烈的重构。我感觉,如果我能正确地整合过去一年左右涌现的各种资源,我的能力可以提升十倍。而未能充分利用这些资源,让我感觉自己明显缺乏技能。除了下方的常规抽象层之外,现在还需要掌握一个新的可编程抽象层,它涉及代理、子代理、它们的提示、上下文、内存、模式、权限、工具、插件、技能、钩子、MCP、LSP、斜杠命令、工作流、IDE 集成等等。此外,还需要构建一个全面的思维模型,来理解这些本质上随机、易错、难以理解且不断变化的实体,它们与过去传统的工程方法突然交织在一起,而这些实体本身又充满了各种缺陷。显然,某种威力强大的外星工具被传到了一旁,但它没有说明书,每个人都得自己摸索如何使用,而由此引发的9级地震正在撼动整个行业。赶紧撸起袖子加油干,别落后了。