{"id":1192,"date":"2026-03-02T16:30:31","date_gmt":"2026-03-02T08:30:31","guid":{"rendered":"https:\/\/www.tyhlw.org\/?p=1192"},"modified":"2026-03-02T16:30:31","modified_gmt":"2026-03-02T08:30:31","slug":"%e6%96%af%e5%9d%a6%e7%a6%8f%e5%a4%a7%e5%ad%a6%e7%9a%84-ai-%e7%bc%96%e7%a8%8b%e8%af%bevibe-coding","status":"publish","type":"post","link":"https:\/\/www.tyhlw.org\/?p=1192","title":{"rendered":"\u65af\u5766\u798f\u5927\u5b66\u7684 AI \u7f16\u7a0b\u8bfe(vibe coding)"},"content":{"rendered":"<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"iwg3t-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"iwg3t-0-0\"><span data-offset-key=\"iwg3t-0-0\">\u8bfe\u7a0b\u7f16\u53f7 CS146S\uff0c\u5168\u540d\u53eb\u300aThe Modern Software Developer\u300b\uff08\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u8005\uff09\uff0c2025 \u5e74\u79cb\u5b63\u5b66\u671f\u9996\u6b21\u5f00\u8bfe\uff0cPPT\u3001\u9605\u8bfb\u6750\u6599\u3001\u4f5c\u4e1a\u5168\u90e8\u516c\u5f00\u53ef\u7528\uff01<\/span><\/div>\n<\/div>\n<blockquote class=\"longform-blockquote\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"ubkrr-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"ubkrr-0-0\"><span data-offset-key=\"ubkrr-0-0\">\u8bfe\u7a0b\u5b98\u7f51\u6307\u8def\uff1a<\/span><\/p>\n<div class=\"css-175oi2r r-1loqt21 r-1471scf r-o7ynqc r-6416eg r-1ny4l3l\"><a class=\"css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-1inkyih r-rjixqe r-16dba41 r-1ddef8g r-tjvw6i r-1loqt21\" dir=\"ltr\" role=\"link\" href=\"https:\/\/themodernsoftware.dev\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><span data-offset-key=\"ubkrr-1-0\">https:\/\/themodernsoftware.dev<\/span><\/a><\/div>\n<\/div>\n<\/blockquote>\n<section class=\"\" contenteditable=\"false\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"2ec3h-0-0\">\n<div class=\"css-175oi2r r-13qz1uu r-1nxhmzv\">\n<div class=\"css-175oi2r r-1867qdf r-1udh08x r-o7ynqc r-6416eg r-1ny4l3l\">\n<div class=\"css-175oi2r\">\n<div class=\"css-175oi2r r-16y2uox r-1pi2tsx r-13qz1uu\">\n<div class=\"css-175oi2r r-1adg3ll r-1udh08x\">\n<div class=\"r-1adg3ll r-13qz1uu\"><\/div>\n<div class=\"r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-ipm5af r-13qz1uu\">\n<div class=\"css-175oi2r r-1mlwlqe r-1udh08x r-417010 r-aqfbo4 r-n1ft60 r-gf0ln r-agouwx r-1p0dtai r-1d2f490 r-u8s1d r-zchlnj r-ipm5af\" aria-label=\"\u56fe\u50cf\" data-testid=\"tweetPhoto\">\n<div class=\"css-175oi2r r-1niwhzg r-vvn4in r-u6sd8q r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-zchlnj r-ipm5af r-13qz1uu r-1wyyakw r-4gszlv\"><\/div>\n<p><img decoding=\"async\" class=\"css-9pa8cd\" draggable=\"true\" src=\"https:\/\/pbs.twimg.com\/media\/HCOzk9-bEAIC5oN?format=jpg&amp;name=small\" alt=\"\u56fe\u50cf\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"67egc-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"67egc-0-0\"><span data-offset-key=\"67egc-0-0\">\u540d\u6821\u7684\u8bfe\u7a0b\uff0c\u54b1\u4e5f\u80fd\u514d\u8d39\u5b66~<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"c418m-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"c418m-0-0\"><span data-offset-key=\"c418m-0-0\">\u770b\u5230\u65af\u5766\u798f\u628a Vibe Coding \u505a\u6210\u4e86\u4e00\u95e8\u5b8c\u6574\u7684\u5927\u5b66\u8bfe\u7a0b\uff0c\u6211\u662f\u975e\u5e38\u6fc0\u52a8\u7684\u3002\u56e0\u4e3a\u8fd9\u610f\u5473\u7740 Vibe Coding \u771f\u7684\u4ece\u4e00\u4e2a\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u70ed\u8bcd\uff0c\u53d8\u6210\u4e86\u5168\u7403\u9876\u7ea7\u9ad8\u6821\u8ba4\u53ef\u7684\u6b63\u5f0f\u5b66\u79d1\u65b9\u5411\u3002<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"kerp3-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"kerp3-0-0\"><span data-offset-key=\"kerp3-0-0\">\u90a3\u8fd9\u95e8\u8bfe\u5230\u5e95\u5728\u6559\u5565\uff1f\u6211\u82b1\u4e86\u70b9\u65f6\u95f4\u628a\u5b83\u7684\u8bfe\u8868\u548c\u6750\u6599\u4ed4\u7ec6\u770b\u4e86\u4e00\u904d\uff0c\u7ed9\u5927\u5bb6\u62c6\u89e3\u4e00\u4e0b\u3002<\/span><\/div>\n<\/div>\n<div class=\"css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-a023e6 r-rjixqe r-16dba41\" dir=\"ltr\">\n<h2 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"axgfj-0-0\"><strong>Vibe Coding \u662f\u4ec0\u4e48<\/strong><\/h2>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"j8rze-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"j8rze-0-0\"><span data-offset-key=\"j8rze-0-0\">Vibe Coding\uff08\u6c1b\u56f4\u7f16\u7a0b\uff09\u662f OpenAI \u8054\u5408\u521b\u59cb\u4eba Andrej Karpathy \u5728 2025 \u5e74 2 \u6708\u63d0\u51fa\u7684\u6982\u5ff5\uff0c\u610f\u601d\u662f\u4f60\u4e0d\u7528\u518d\u4e00\u884c\u4e00\u884c\u5730\u6572\u4ee3\u7801\u4e86\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u544a\u8bc9 AI \u4f60\u60f3\u8981\u4ec0\u4e48\u6548\u679c\uff0cAI \u5e2e\u4f60\u751f\u6210\u4ee3\u7801\uff0c\u4f60\u53ea\u7ba1\u770b\u7ed3\u679c\u5bf9\u4e0d\u5bf9\u3001\u8dd1\u4e0d\u8dd1\u5f97\u8d77\u6765\u3002<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"xpuya-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"xpuya-0-0\"><span data-offset-key=\"xpuya-0-0\">\u6709\u610f\u601d\u7684\u662f\uff0c\u5c31\u5728 2026 \u5e74 2 \u6708\uff0cVibe Coding \u521a\u8fc7\u5b8c\u4e00\u5468\u5c81\u751f\u65e5\uff0cKarpathy \u53c8\u629b\u51fa\u4e86\u4e00\u4e2a\u65b0\u6982\u5ff5 \u2014\u2014 Agentic Engineering\uff08\u667a\u80fd\u4f53\u5de5\u7a0b\uff09\uff0c\u4ed6\u8bf4\u8fd9\u624d\u662f Vibe Coding \u7684\u8fdb\u5316\u5f62\u6001\u3002\u4ee5\u524d\u662f\u8ba9 AI \u5e2e\u4f60\u5199\u4ee3\u7801\uff0c\u4ee5\u540e\u662f\u4f60\u6765\u6307\u6325\u4e00\u7fa4 AI Agent \u5b8c\u6210\u6574\u4e2a\u8f6f\u4ef6\u5de5\u7a0b\u7684\u5168\u6d41\u7a0b\u3002<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"dbdjf-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"dbdjf-0-0\"><span data-offset-key=\"dbdjf-0-0\">\u4ece Vibe Coding \u5230 Agentic Engineering\uff0c\u8fd9\u4e2a\u6f14\u8fdb\u901f\u5ea6\u771f\u7684\u592a\u5feb\u4e86\u3002\u800c\u65af\u5766\u798f\u7684\u8fd9\u95e8\u8bfe\uff0c\u6070\u6070\u5c31\u662f\u5728\u7cfb\u7edf\u6027\u5730\u6559\u8fd9\u4ef6\u4e8b\u3002<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"vgg4y-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"vgg4y-0-0\"><span data-offset-key=\"vgg4y-0-0\">\u53ef\u80fd\u6709\u540c\u5b66\u4f1a\u95ee\uff1aVibe Coding \u8fd8\u9700\u8981\u5b66\uff1f\u62ff\u4e2a AI \u7f16\u7a0b\u5de5\u5177\u77fb\u77fb\u5e72\u4e0d\u5c31\u5b8c\u4e86\uff1f<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"6xa8e-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"6xa8e-0-0\"><span data-offset-key=\"6xa8e-0-0\">\u770b\u5b8c\u4e0b\u9762\u65af\u5766\u798f\u7684\u8bfe\u7a0b\u5185\u5bb9\uff0c\u4f60\u5c31\u4f1a\u53d1\u73b0 Vibe Coding \u8fdc\u6bd4\u4f60\u60f3\u8c61\u7684\u8981\u6df1\u3002<\/span><\/div>\n<\/div>\n<div class=\"css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-a023e6 r-rjixqe r-16dba41\" dir=\"ltr\">\n<h2 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"imlhp-0-0\"><strong>Vibe Coding \u8981\u5b66\u4ec0\u4e48<\/strong><\/h2>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"muuri-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"muuri-0-0\"><span data-offset-key=\"muuri-0-0\">CS146S \u8fd9\u95e8\u8bfe\u8986\u76d6\u4e86 AI \u7f16\u7a0b\u7684\u6574\u4e2a\u8f6f\u4ef6\u5f00\u53d1\u751f\u547d\u5468\u671f\uff0c\u4ece\u5199\u63d0\u793a\u8bcd\u5230\u642d Agent\u3001\u4ece AI IDE \u5230\u7ec8\u7aef\u64cd\u4f5c\u3001\u4ece\u6d4b\u8bd5\u5b89\u5168\u5230 Code Review\u3001\u4ece\u81ea\u52a8\u505a App \u5230\u4e0a\u7ebf\u8fd0\u7ef4\uff0c10 \u5468\u7684\u8bfe\u7a0b\u9762\u9762\u4ff1\u5230\u3002<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"jp8eo-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"jp8eo-0-0\"><span data-offset-key=\"jp8eo-0-0\">\u770b\u770b\u522b\u4eba\u7684\u6559\u5b66\u76ee\u5f55\uff0c\u4e5f\u80fd\u8ba9\u54b1\u4eec\u5feb\u901f\u4e86\u89e3 Vibe Coding \u8981\u5b66\u54ea\u4e9b\u5185\u5bb9\u3002<\/span><\/div>\n<\/div>\n<section class=\"\" contenteditable=\"false\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"4ak39-0-0\">\n<div class=\"css-175oi2r r-13qz1uu r-1nxhmzv\">\n<div class=\"css-175oi2r r-1867qdf r-1udh08x r-o7ynqc r-6416eg r-1ny4l3l\">\n<div class=\"css-175oi2r\">\n<div class=\"css-175oi2r r-16y2uox r-1pi2tsx r-13qz1uu\">\n<div class=\"css-175oi2r r-1adg3ll r-1udh08x\">\n<div class=\"r-1adg3ll r-13qz1uu\"><\/div>\n<div class=\"r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-ipm5af r-13qz1uu\">\n<div class=\"css-175oi2r r-1mlwlqe r-1udh08x r-417010 r-aqfbo4 r-n1ft60 r-gf0ln r-agouwx r-1p0dtai r-1d2f490 r-u8s1d r-zchlnj r-ipm5af\" aria-label=\"\u56fe\u50cf\" data-testid=\"tweetPhoto\">\n<div class=\"css-175oi2r r-1niwhzg r-vvn4in r-u6sd8q r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-zchlnj r-ipm5af r-13qz1uu r-1wyyakw r-4gszlv\"><\/div>\n<p><img decoding=\"async\" class=\"css-9pa8cd\" draggable=\"true\" src=\"https:\/\/pbs.twimg.com\/media\/HCO0LaFbYAA2VTK?format=jpg&amp;name=small\" alt=\"\u56fe\u50cf\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"f8bfe-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"f8bfe-0-0\"><span data-offset-key=\"f8bfe-0-0\">\u524d\u4e24\u5468\u8bb2\u7684\u662f\u4ece\u63d0\u793a\u8bcd\u5230 Agent\uff0c\u6838\u5fc3\u601d\u60f3\u662f\uff1aAI \u5df2\u7ecf\u662f\u4e00\u4e2a\u5e26\u5de5\u5177\u7684\u7cfb\u7edf\u4e86\uff0c\u4f60\u5f97\u5b66\u4f1a\u600e\u4e48\u642d\u8fd9\u4e2a\u7cfb\u7edf\u3002<\/span><\/div>\n<\/div>\n<ul class=\"public-DraftStyleDefault-ul\" data-offset-key=\"mcmc8-0-0\">\n<li class=\"longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-reset public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"re4mc-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"re4mc-0-0\"><span data-offset-key=\"re4mc-0-0\">\u7b2c 1 \u5468\u5148\u628a LLM \u7684\u5de5\u4f5c\u539f\u7406\u3001\u72af\u9519\u7684\u539f\u56e0\u3001\u600e\u4e48\u5f15\u5bfc\u5b83\u7a33\u5b9a\u8f93\u51fa\u8bb2\u6e05\u695a\uff0c\u4f5c\u4e1a\u662f\u505a\u4e00\u4e2a Prompting Playground\uff0c\u628a\u63d0\u793a\u8bcd\u4ece\u7384\u5b66\u53d8\u6210\u53ef\u9a8c\u8bc1\u7684\u5b9e\u9a8c\u3002<\/span><\/div>\n<\/li>\n<li data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"re4mc-0-0\"><span data-offset-key=\"zc1vx-0-0\">\u7b2c 2 \u5468\u76f4\u63a5\u8fdb\u5165 Agent \u67b6\u6784\uff0c\u8bb2 Tool Use\u3001Function Calling\uff0c\u8fd8\u6709\u73b0\u5728\u5927\u706b\u7684 MCP\uff08Model Context Protocol\uff09\uff0c\u4f5c\u4e1a\u662f\u81ea\u5df1\u52a8\u624b\u642d\u4e00\u4e2a MCP Server\u3002<\/span><\/li>\n<\/ul>\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"mcmc8-0-0\"><span data-offset-key=\"mcmc8-0-0\">\u7b2c 3 \u5468\u7684\u5173\u952e\u8bcd\u662f Context Engineering\uff0c\u8bfe\u4e0a\u8ba8\u8bba\u4e86\u957f\u4e0a\u4e0b\u6587\u4e3a\u4ec0\u4e48\u4f1a\u5931\u8d25\u3001Specs \u548c PRD \u4e3a\u4ec0\u4e48\u662f\u65b0\u7684\u6e90\u4ee3\u7801\u3001\u600e\u4e48\u8ba9 AI \u7406\u89e3\u590d\u6742\u7684\u4ee3\u7801\u5e93\u3002\u8fd9\u5468\u7684\u5fc5\u8bfb\u6750\u6599\u91cc\u6709\u4e00\u7bc7\u53eb\u300aSpecs Are the New Source Code\u300b\uff0c\u6211\u89c9\u5f97\u662f\u6574\u95e8\u8bfe\u6700\u503c\u5f97\u6df1\u601d\u7684\u4e00\u7bc7\u3002<\/span><\/li>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"mcmc8-0-0\"><span data-offset-key=\"hb9dn-0-0\">\u7b2c 4 \u5468\u8bb2 Agent \u7684\u81ea\u6cbb\u7a0b\u5ea6\u600e\u4e48\u7ba1\u63a7\u3001\u4eba\u673a\u534f\u4f5c\u6a21\u5f0f\u600e\u4e48\u8bbe\u8ba1\uff0c\u9605\u8bfb\u6750\u6599\u5305\u62ec Anthropic \u7684 Claude Code \u4f7f\u7528\u65b9\u5f0f\u548c\u6700\u4f73\u5b9e\u8df5\u3002\u4f5c\u4e1a\u5c31\u662f\u76f4\u63a5\u4e0a\u624b\u7528 Claude Code \u5199\u9879\u76ee\uff0c\u8bad\u7ec3\u4f60\u6210\u4e3a\u4e00\u4e2a Agent Manager\u3002<br \/>\n<\/span><\/li>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"hb9dn-0-0\"><span data-offset-key=\"c17g0-0-0\">\u7b2c 5 \u5468\u8bb2\u73b0\u4ee3\u7ec8\u7aef\uff0c\u4ecb\u7ecd Warp \u8fd9\u7c7b AI \u7ec8\u7aef\u600e\u4e48\u628a\u547d\u4ee4\u884c\u64cd\u4f5c\u4ea7\u54c1\u5316\u3002AI IDE \u89e3\u51b3\u7684\u662f\u5199\u4ee3\u7801\u7684\u95ee\u9898\uff0cAI \u7ec8\u7aef\u89e3\u51b3\u7684\u662f\u628a\u4ee3\u7801\u8dd1\u8d77\u6765\u3001\u628a\u7cfb\u7edf\u7ba1\u8d77\u6765\u7684\u95ee\u9898\u3002<\/span><\/li>\n<\/ul>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"c17g0-0-0\"><\/div>\n<section class=\"\" contenteditable=\"false\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"emc3j-0-0\">\n<div class=\"css-175oi2r r-13qz1uu r-1nxhmzv\">\n<div class=\"css-175oi2r r-1867qdf r-1udh08x r-o7ynqc r-6416eg r-1ny4l3l\">\n<div class=\"css-175oi2r\">\n<div class=\"css-175oi2r r-16y2uox r-1pi2tsx r-13qz1uu\">\n<div class=\"css-175oi2r r-1adg3ll r-1udh08x\">\n<div class=\"r-1adg3ll r-13qz1uu\"><\/div>\n<div class=\"r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-ipm5af r-13qz1uu\">\n<div class=\"css-175oi2r r-1mlwlqe r-1udh08x r-417010 r-aqfbo4 r-n1ft60 r-gf0ln r-agouwx r-1p0dtai r-1d2f490 r-u8s1d r-zchlnj r-ipm5af\" aria-label=\"\u56fe\u50cf\" data-testid=\"tweetPhoto\">\n<div class=\"css-175oi2r r-1niwhzg r-vvn4in r-u6sd8q r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-zchlnj r-ipm5af r-13qz1uu r-1wyyakw r-4gszlv\"><\/div>\n<p><img decoding=\"async\" class=\"css-9pa8cd\" draggable=\"true\" src=\"https:\/\/pbs.twimg.com\/media\/HCO0QCGb0AAHuRO?format=jpg&amp;name=small\" alt=\"\u56fe\u50cf\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"fcipf-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"fcipf-0-0\"><span data-offset-key=\"fcipf-0-0\">\u7b2c 6 ~ 7 \u5468\u8bb2\u5b89\u5168\u4e0e\u8d28\u91cf\uff0c\u8fd9\u4e24\u5468\u662f\u6211\u89c9\u5f97\u6574\u95e8\u8bfe\u6700\u6709\u542b\u91d1\u91cf\u7684\u90e8\u5206\u3002<\/span><\/div>\n<\/div>\n<ul class=\"public-DraftStyleDefault-ul\" data-offset-key=\"03w5p-0-0\">\n<li class=\"longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-reset public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"03w5p-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"03w5p-0-0\"><span data-offset-key=\"03w5p-0-0\">\u7b2c 6 \u5468\u8bb2 Secure Vibe Coding\uff0c\u76f4\u63a5\u4e0a\u786c\u6838\u6848\u4f8b\uff1aPrompt Injection \u600e\u4e48\u5bfc\u81f4\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\uff1fOWASP Top 10 \u5728 Agent \u65f6\u4ee3\u6709\u54ea\u4e9b\u65b0\u5a01\u80c1\uff1f\u770b\u5f97\u6211\u810a\u80cc\u53d1\u51c9\u2026\u2026<\/span><\/div>\n<\/li>\n<li class=\"longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"s1zqe-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"s1zqe-0-0\"><span data-offset-key=\"s1zqe-0-0\">\u7b2c 7 \u5468\u8bb2 Code Review\uff0c\u6838\u5fc3\u95ee\u9898\u662f\uff1aAI \u4ea7\u51fa\u7684\u4ee3\u7801\uff0c\u6211\u4eec\u80fd\u4fe1\u4efb\u5230\u4ec0\u4e48\u7a0b\u5ea6\uff1f<\/span><\/div>\n<\/li>\n<\/ul>\n<section class=\"\" contenteditable=\"false\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"asreg-0-0\">\n<div class=\"css-175oi2r r-13qz1uu r-1nxhmzv\">\n<div class=\"css-175oi2r r-1867qdf r-1udh08x r-o7ynqc r-6416eg r-1ny4l3l\">\n<div class=\"css-175oi2r\">\n<div class=\"css-175oi2r r-16y2uox r-1pi2tsx r-13qz1uu\">\n<div class=\"css-175oi2r r-1adg3ll r-1udh08x\">\n<div class=\"r-1adg3ll r-13qz1uu\"><\/div>\n<div class=\"r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-ipm5af r-13qz1uu\">\n<div class=\"css-175oi2r r-1mlwlqe r-1udh08x r-417010 r-aqfbo4 r-n1ft60 r-gf0ln r-agouwx r-1p0dtai r-1d2f490 r-u8s1d r-zchlnj r-ipm5af\" aria-label=\"\u56fe\u50cf\" data-testid=\"tweetPhoto\">\n<div class=\"css-175oi2r r-1niwhzg r-vvn4in r-u6sd8q r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-zchlnj r-ipm5af r-13qz1uu r-1wyyakw r-4gszlv\"><\/div>\n<p><img decoding=\"async\" class=\"css-9pa8cd\" draggable=\"true\" src=\"https:\/\/pbs.twimg.com\/media\/HCO0UflbEAAVwlR?format=jpg&amp;name=small\" alt=\"\u56fe\u50cf\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"lhntt-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"lhntt-0-0\"><span data-offset-key=\"lhntt-0-0\">\u5f88\u591a AI \u7f16\u7a0b\u8bfe\u53ea\u6559\u4f60\u600e\u4e48\u5199\u5f97\u5feb\uff0c\u4f46\u8fd9\u95e8\u8bfe\u628a\u4ea4\u4ed8\u7684\u5e95\u7ebf\u62c9\u4e86\u51fa\u6765\uff1a\u53ef\u6d4b\u3001\u53ef\u5ba1\u3001\u53ef\u9632\u3002\u8bf4\u5b9e\u8bdd\uff0c\u8fd9\u624d\u662f\u76ee\u524d\u5927\u90e8\u5206 AI \u7f16\u7a0b\u8bfe\u7f3a\u7684\u4e1c\u897f\u3002<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"52k9e-0-0\">\n<div data-offset-key=\"52k9e-0-0\"><\/div>\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"52k9e-0-0\"><span data-offset-key=\"52k9e-0-0\">\u7b2c 8 \u5468\u8bb2\u81ea\u52a8\u505a\u5e94\u7528\uff0c\u4e00\u53e5 Prompt \u641e\u51fa\u4e00\u4e2a\u7aef\u5230\u7aef\u7684\u5b8c\u6574\u5e94\u7528\uff0c\u5609\u5bbe\u662f Vercel \u7684 AI \u7814\u7a76\u8d1f\u8d23\u4eba\u3002\u8fd9\u8282\u8bfe\u7684\u5b9e\u6218\u4ef7\u503c\u5f88\u5927\uff0c\u4f46\u8bfe\u7a0b\u771f\u6b63\u60f3\u4f20\u8fbe\u7684\u662f\uff1a\u5feb\u901f\u539f\u578b\u53ea\u662f\u8d77\u70b9\uff0c\u4f60\u5f97\u80fd\u628a\u5b83\u7eb3\u5165\u6d4b\u8bd5\u3001\u5b89\u5168\u3001Code Review \u8fd9\u4e9b\u5de5\u7a0b\u89c4\u8303\u4e2d\u3002<\/span><\/li>\n<\/ul>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"q7t8j-0-0\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"q7t8j-0-0\"><span data-offset-key=\"q7t8j-0-0\">\u7b2c 9 \u5468\u8bb2\u4e0a\u7ebf\u540e\u7684\u8fd0\u7ef4\uff0c\u5305\u62ec\u76d1\u63a7\u3001\u53ef\u89c2\u6d4b\u6027\u3001\u4e8b\u4ef6\u54cd\u5e94\u3001\u81ea\u52a8\u5316\u6392\u67e5\u3002\u5f88\u591a\u4eba\u5b66 AI \u7f16\u7a0b\u53ea\u5b66\u9020\uff0c\u4e0d\u5b66\u517b\u3002\u8fd9\u95e8\u8bfe\u628a\u517b\u7cfb\u7edf\u4e5f\u8865\u4e0a\u4e86\uff0c\u975e\u5e38\u52a0\u5206\u3002<\/span><\/li>\n<\/ul>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"5kvjx-0-0\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"5kvjx-0-0\"><span data-offset-key=\"5kvjx-0-0\">\u7b2c 10 \u5468\u8bb2\u672a\u6765\u8d8b\u52bf\uff0c\u5609\u5bbe\u662f a16z\uff08\u5168\u7403\u6700\u725b\u7684\u98ce\u6295\u4e4b\u4e00\uff09\u7684\u5408\u4f19\u4eba Martin Casado\uff0c\u5e2e\u4f60\u628a\u524d 9 \u5468\u4e32\u8d77\u6765\uff0c\u77e5\u9053\u81ea\u5df1\u5b66\u7684\u662f\u4e00\u79cd\u65b0\u7684\u5de5\u7a0b\u8303\u5f0f\u3002<\/span><\/li>\n<\/ul>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"kinl0-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"kinl0-0-0\"><span data-offset-key=\"kinl0-0-0\">\u4f60\u53ef\u80fd\u6ce8\u610f\u5230\u4e86\uff0c\u8fd9\u95e8\u8bfe\u7684\u5609\u5bbe\u9635\u5bb9\u4e5f\u5f88\u8c6a\u534e\uff0c\u6bd4\u5982 Claude Code \u7684\u521b\u59cb\u4eba Boris Cherney\u3001Vercel AI \u7814\u7a76\u8d1f\u8d23\u4eba\u3001Semgrep CEO\u3001a16z \u7684\u5408\u4f19\u4eba\u2026\u2026 \u5149\u662f\u8fd9\u4e9b\u884c\u4e1a\u5927\u4f6c\u7684\u5206\u4eab\uff0c\u5c31\u503c\u5f97\u5237\u4e00\u904d\u3002<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"8bczj-0-0\">\n<h2 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"8bczj-0-0\"><span data-offset-key=\"8bczj-0-0\">\u6700\u5173\u952e\u7684\u662f\uff0c\u8bfe\u7a0b\u8d44\u6e90\u5168\u90e8\u514d\u8d39\u516c\u5f00\uff01<\/span><\/h2>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"7kk8r-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"7kk8r-0-0\"><span data-offset-key=\"7kk8r-0-0\">\u6bcf\u4e00\u8282\u8bfe\u7a0b\u90fd\u63d0\u4f9b\u4e86\u516c\u5f00\u7684\u9605\u8bfb\u6750\u6599\uff0c\u5e76\u4e14\u53ef\u4ee5\u76f4\u63a5\u6253\u5f00 PPT\uff0c\u5728 Google Slides \u4e0a\u9605\u8bfb\uff1a<\/span><\/div>\n<\/div>\n<section class=\"\" contenteditable=\"false\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"nrp0-0-0\">\n<div class=\"css-175oi2r r-13qz1uu r-1nxhmzv\">\n<div class=\"css-175oi2r r-1867qdf r-1udh08x r-o7ynqc r-6416eg r-1ny4l3l\">\n<div class=\"css-175oi2r\">\n<div class=\"css-175oi2r r-16y2uox r-1pi2tsx r-13qz1uu\">\n<div class=\"css-175oi2r r-1adg3ll r-1udh08x\">\n<div class=\"r-1adg3ll r-13qz1uu\"><\/div>\n<div class=\"r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-ipm5af r-13qz1uu\">\n<div class=\"css-175oi2r r-1mlwlqe r-1udh08x r-417010 r-aqfbo4 r-n1ft60 r-gf0ln r-agouwx r-1p0dtai r-1d2f490 r-u8s1d r-zchlnj r-ipm5af\" aria-label=\"\u56fe\u50cf\" data-testid=\"tweetPhoto\">\n<div class=\"css-175oi2r r-1niwhzg r-vvn4in r-u6sd8q r-1p0dtai r-1pi2tsx r-1d2f490 r-u8s1d r-zchlnj r-ipm5af r-13qz1uu r-1wyyakw r-4gszlv\"><\/div>\n<p><img decoding=\"async\" class=\"css-9pa8cd\" draggable=\"true\" src=\"https:\/\/pbs.twimg.com\/media\/HCO0ZflboAAj5wb?format=jpg&amp;name=small\" alt=\"\u56fe\u50cf\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"1dc07-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"1dc07-0-0\"><span data-offset-key=\"1dc07-0-0\">\u4f5c\u4e1a\u4ee3\u7801\u4e5f\u53ef\u4ee5\u5728 GitHub \u4e0a\u76f4\u63a5\u62c9\u53d6\uff1a<\/span><\/div>\n<\/div>\n<blockquote class=\"longform-blockquote\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"wel2c-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"wel2c-0-0\"><span data-offset-key=\"wel2c-0-0\">\u4f5c\u4e1a\u4ee3\u7801\uff1a<\/span><\/p>\n<div class=\"css-175oi2r r-1loqt21 r-1471scf r-o7ynqc r-6416eg r-1ny4l3l\"><a class=\"css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-1inkyih r-rjixqe r-16dba41 r-1ddef8g r-tjvw6i r-1loqt21\" dir=\"ltr\" role=\"link\" href=\"https:\/\/github.com\/mihail911\/modern-software-dev-assignments\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><span data-offset-key=\"wel2c-1-0\">https:\/\/github.com\/mihail911\/modern-software-dev-assignments<\/span><\/a><\/div>\n<\/div>\n<\/blockquote>\n<div class=\"css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-a023e6 r-rjixqe r-16dba41\" dir=\"ltr\"><\/div>\n<blockquote class=\"longform-blockquote\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"2rz5a-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"2rz5a-0-0\">\n<div class=\"css-175oi2r r-1loqt21 r-1471scf r-o7ynqc r-6416eg r-1ny4l3l\"><\/div>\n<\/div>\n<\/blockquote>\n<div class=\"css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-a023e6 r-rjixqe r-16dba41\" dir=\"ltr\">\n<h2 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"e4vkx-0-0\"><span data-offset-key=\"e4vkx-0-0\">\u6700\u540e<\/span><\/h2>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"4fyco-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"4fyco-0-0\"><span data-offset-key=\"4fyco-0-0\">\u4ece Karpathy \u63d0\u51fa Vibe Coding \u5230\u65af\u5766\u798f\u6b63\u5f0f\u5f00\u8bfe\uff0c\u524d\u540e\u4e5f\u5c31\u5927\u534a\u5e74\u3002\u8fd9\u95e8\u8bfe\u80fd\u8fd9\u4e48\u5feb\u843d\u5730\uff0c\u8bf4\u660e Vibe Coding \u771f\u7684\u5df2\u7ecf\u7ad9\u7a33\u4e86\u811a\u8ddf\uff0c\u4e0d\u662f\u6619\u82b1\u4e00\u73b0\u3002\u56fd\u5185\u9ad8\u6821\u4e5f\u5728\u8ddf\u8fdb\uff0c\u6bd4\u5982\u590d\u65e6\u5927\u5b66 2026 \u5e74\u6625\u5b63\u5f00\u4e86\u95e8\u300a\u751f\u6210\u5f0f\u8f6f\u4ef6\u5f00\u53d1\u300b\u9762\u5411\u975e\u8ba1\u7b97\u673a\u4e13\u4e1a\u5b66\u751f\uff0c\u53e3\u53f7\u662f \u201c\u4eba\u4eba\u90fd\u662f\u7a0b\u5e8f\u5458\u201d\uff1b\u4e2d\u5c71\u5927\u5b66\u51ac\u4ee4\u8425\u5f15\u5165\u4e86\u300aVibe Coding \u7f16\u7a0b\u5165\u95e8\u300b\u6559\u9ad8\u4e2d\u751f\u7528 AI \u7f16\u7a0b\uff1b\u6e05\u534e\u4e5f\u6709\u56e2\u961f\u63a8\u51fa\u4e86 Easy-Vibe \u76f8\u5173\u7684 AI \u516c\u5f00\u8bfe\u3002\u53ef\u4ee5\u770b\u5230 Vibe Coding \u5df2\u7ecf\u5728\u5168\u7403\u9ad8\u6821\u904d\u5730\u5f00\u82b1\u4e86\u3002<\/span><\/div>\n<\/div>\n<div class=\"longform-unstyled\" data-block=\"true\" data-editor=\"epjlt\" data-offset-key=\"wq7vh-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"wq7vh-0-0\"><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8bfe\u7a0b\u7f16\u53f7 CS146S\uff0c\u5168\u540d\u53eb\u300aThe Modern Software Developer\u300b\uff08\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u8005\uff09 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