{"id":10021391,"date":"2026-06-19T23:20:49","date_gmt":"2026-06-19T15:20:49","guid":{"rendered":"https:\/\/itmax.cn\/?p=10021391"},"modified":"2026-06-19T23:20:49","modified_gmt":"2026-06-19T15:20:49","slug":"%e5%a4%a7%e4%bd%ac%e6%98%af%e6%80%8e%e4%b9%88%e7%94%a8-ai-%e7%9a%84-ai-%e6%97%b6%e4%bb%a3%e7%9a%84-5-%e6%9d%a1%e5%b7%a5%e7%a8%8b%e4%bb%b7%e5%80%bc%e8%a7%82","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10021391","title":{"rendered":"\u5927\u4f6c\u662f\u600e\u4e48\u7528 AI \u7684 \u2014\u2014 AI \u65f6\u4ee3\u7684 5 \u6761\u5de5\u7a0b\u4ef7\u503c\u89c2"},"content":{"rendered":"<p>\u6700\u8fd1\u770b\u4e86 Jest \u521b\u59cb\u4eba Christoph Nakazawa \u7684\u53d1\u6587 \u2014\u2014 \u201c\u73b0\u4ee3\u5de5\u7a0b\u4ef7\u503c\u89c2\u201d\uff0c\u548c\u5927\u5bb6\u5206\u4eab\u4e00\u4e0b\u8fd9\u4f4d\u5927\u4f6c\u662f\u5982\u4f55\u4f7f\u7528 AI \u7684\u3002<\/p>\n<p>\u8fd9\u4e2a\u5927\u4f6c\u6700\u8fd1\u505a\u4e86\u5f88\u591a\u4e8b\u60c5\uff1a<\/p>\n<ul>\n<li><strong>Vite+<\/strong>\uff1a\u7528 Rust \u5199\u7684\u6784\u5efa\u5de5\u5177\u529f\u80fd\uff08\u4ed6\u751a\u81f3\u4e0d\u61c2 Rust\uff09\uff0c&lt;u&gt;90% AI \u5199\u7684&lt;\/u&gt;<\/li>\n<li><strong>fate 1.0<\/strong>\uff1a\u4e00\u4e2a\u5b8c\u6574\u7684\u6846\u67b6\u66f4\u65b0\uff0c\u5305\u62ec live views\u3001GraphQL \u652f\u6301\u3001Vite \u63d2\u4ef6\u548c\u5783\u573e\u56de\u6536\uff0c&lt;u&gt;100% AI \u5199\u7684&lt;\/u&gt;<\/li>\n<li><strong>Codiff<\/strong>\uff1a\u4e00\u4e2a\u9ad8\u6027\u80fd\u3001\u6781\u7b80\u3001\u6f02\u4eae\u7684 diff review \u5de5\u5177\uff0c&lt;u&gt;100% AI \u5199\u7684&lt;\/u&gt;<\/li>\n<li><strong>Athena Crisis<\/strong>\uff1a70+ bugfix \u548c\u65b0\u529f\u80fd\uff0c&lt;u&gt;100% AI \u5199\u7684&lt;\/u&gt;<\/li>\n<\/ul>\n<p>\u4ed6\u8fd8\u62ff\u51fa\u4e86\u81ea\u5df1\u7684 GitHub \u8d21\u732e\u6570\u636e\u4e3e\u4f8b\uff1a<\/p>\n<p>\u8fc7\u53bb 30 \u5929\uff0c\u4ed6\u63d0\u4ea4\u4e86 770 \u4e2a commit\uff0c\u5e73\u5747\u6bcf\u5929\u6539\u52a8 15000 \u884c\u4ee3\u7801\u3002\u800c\u4e00\u5e74\u524d\u7684\u540c\u671f\uff0c\u53ea\u6709 328 \u4e2a commit\uff0c\u6bcf\u5929\u6539\u52a8\u7ea6 5000 \u884c\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c<strong>\u4ed6\u8fd9\u51e0\u4e2a\u6708\uff0c\u51e0\u4e4e 100% \u7684\u4ee3\u7801\u90fd\u662f AI \u5199\u7684\uff0c\u4f46\u4ea7\u51fa\u662f\u4ee5\u524d\u7684 3 \u500d\uff01<\/strong><\/p>\n<p>\u90a3\u8fd9\u4f4d\u5927\u4f6c\u662f\u5982\u4f55\u7528 AI \u7684\u5462?<\/p>\n<p>\u6b22\u8fce\u56f4\u89c2\u6211\u7684\u201c<a href=\"https:\/\/link.segmentfault.com\/?enc=pj3ulUN1wp%2BEctYDL3ExZg%3D%3D.Rxu2zF5u8P4tFTUZfge3RLgD1Fi3TcjBkn2ZDG9V7YY%3D\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">\u670b\u53cb\u5708<\/a>\u201c\uff0c\u5173\u6ce8\u6211\u7684\u516c\u4f17\u53f7 \u2014\u2014 <strong>\u51b4\u7fbd\u3002<\/strong><\/p>\n<h2>1. \u5927\u4f6c\u662f\u600e\u4e48\u7528 AI \u7684\uff1f<\/h2>\n<p>\u5c1d\u8bd5\u8fc7\u591a\u4e2a\u6a21\u578b\u540e\uff0c<strong>Christoph \u4e3b\u8981\u7528\u7684\u662f Codex CLI\uff0cGPT \u7248\u672c\u662f 5.5 high\u3002<\/strong><\/p>\n<p>\u901a\u5e38\u6bcf\u4e2a\u9879\u76ee\u4ed6\u4f1a\u5f00\u4e00\u4e2a Ghostty \u7a97\u53e3\uff0c\u5de6\u4fa7\u662f Codex \u6807\u7b7e\u9875\uff0c\u53f3\u4fa7\u662f\u7ec8\u7aef\u3002<\/p>\n<p><strong>\u901a\u5e38\u4ed6\u4f1a\u540c\u65f6\u8dd1 3 \u5230 6 \u4e2a\u9879\u76ee\uff0c\u4ed6\u53d1\u73b0\u74f6\u9888\u901a\u5e38\u5728\u4e8e\u4ee3\u7801\u7684\u8ba8\u8bba\u548c\u5ba1\u67e5\u3002<\/strong><\/p>\n<p>\u5173\u4e8e prompt\uff0c\u4ed6\u8bf4\u81ea\u5df1\u201c\u5f88\u61d2\u201d\uff0c\u901a\u5e38\u662f\u8fd9\u6837\u5f00\u5934\uff1a<\/p>\n<blockquote><p>&#8220;I want to build X. Get context from Y and Z, make a proposal, and ask me any questions you might have.&#8221;<\/p><\/blockquote>\n<p>\u8fd9\u5176\u5b9e\u5c31\u662f\u5178\u578b\u7684 AI \u6700\u4f73\u5b9e\u8df5 \u2014\u2014 \u5148\u8ba9 AI \u8bfb\u4e0a\u4e0b\u6587\uff0c\u505a\u63d0\u6848\uff0c\u63d0\u95ee\u9898\u3002\u5728\u63d0\u6848\u9636\u6bb5\u5c31\u53cd\u590d\u8fed\u4ee3\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u8ba9 AI \u64b8\u4ee3\u7801\u3002<\/p>\n<p><strong>\u4fee\u590d bug \u65f6\uff0c\u4ed6\u4f1a\u6307\u5b9a\u4e00\u4e2a\u53ef\u590d\u73b0\u7684\u95ee\u9898\u573a\u666f\u6216\u4e0a\u4e0b\u6587\uff0c\u5e76\u5f3a\u5236\u6a21\u578b\u9996\u5148\u521b\u5efa\u4e00\u4e2a\u5931\u8d25\u7684\u6d4b\u8bd5\u7528\u4f8b\u3002<\/strong><\/p>\n<p>\u56e0\u4e3a\u4ed6\u53d1\u73b0\u8fd9\u80fd\u663e\u8457\u63d0\u9ad8\u6a21\u578b\u4ee5\u6b63\u786e\u65b9\u5f0f\u4fee\u590d\u6b63\u786e\u95ee\u9898\u7684\u6982\u7387\u3002<\/p>\n<p>\u8fd9\u662f\u56e0\u4e3a\u5982\u679c\u4f60\u4e0d\u903c AI \u5148\u5199\u5931\u8d25\u7684\u6d4b\u8bd5\uff0c\u5b83\u5f80\u5f80\u4f1a\u4fee\u9519\u95ee\u9898\u3001\u7528\u9519\u65b9\u6cd5\u3001\u5199\u9519\u6d4b\u8bd5\u3002\u4f46\u4e00\u65e6\u6709\u4e86 \u201cred \u2192 green\u201d \u7684\u7ea6\u675f\uff0cAI \u7684\u4fee\u590d\u8d28\u91cf\u4f1a\u5927\u5e45\u63d0\u5347\u3002<\/p>\n<p>\u5ba1\u67e5\u4ee3\u7801\uff0c\u4ed6\u7528\u7684\u662f\u81ea\u5df1\u5199\u7684 Codiff \u5de5\u5177\uff0c\u8f93\u5165 <code>codiff -w<\/code> \u547d\u4ee4\uff0c\u8ba9 AI \u751f\u6210\u4e00\u4e2a\u6539\u52a8\u8d70\u8bfb\uff08walkthrough\uff09\u3002<\/p>\n<p><strong>\u5927\u4f6c\u4e5f\u627f\u8ba4\uff1a\u6709\u4e9b\u4ee3\u7801\u4ed6\u6839\u672c\u4e0d\u4f1a\u7ec6\u770b\ud83e\udd23\u3002<\/strong> \u5982\u679c\u6d4b\u8bd5\u770b\u8d77\u6765\u9760\u8c31\u3001\u4ee3\u7801\u7ed3\u6784\u6ca1\u95ee\u9898\u3001\u800c\u4e14\u662f\u5728\u4e0d\u90a3\u4e48\u5173\u952e\u7684\u6a21\u5757\u91cc\uff0c\u4ed6\u5c31\u76f4\u63a5\u5408\u5e76\u4e86\u3002<\/p>\n<h2>2. AI \u65f6\u4ee3\u7684 6 \u6761\u5de5\u7a0b\u4ef7\u503c\u89c2<\/h2>\n<p>Christoph \u8bf4\u4ed6\u4e00\u76f4\u5728\u60f3\uff1a\u5230 2026 \u5e74\u4e43\u81f3\u66f4\u8fdc\u7684\u672a\u6765\uff0c\u54ea\u4e9b\u5de5\u7a0b\u4ef7\u503c\u89c2\u8fd8\u91cd\u8981\uff1f\u54ea\u4e9b\u5df2\u7ecf\u8fc7\u65f6\u4e86\uff1f<\/p>\n<p>\u4ed6\u7684\u7ed3\u8bba\u662f\u2014\u2014<strong>\u8868\u9762\u4e0a\u770b\uff0c\u4e00\u5207\u90fd\u53d8\u4e86\u3002\u4f46\u6df1\u5c42\u6b21\u770b\uff0c\u53d8\u7684\u4e0d\u591a\u3002<\/strong><\/p>\n<p>\u6211\u5f88\u8ba4\u540c\u8fd9\u4e2a\u5224\u65ad\u3002\u4e0b\u9762\u662f\u4ed6\u603b\u7ed3\u7684 6 \u6761\u4ef7\u503c\u89c2\uff1a<\/p>\n<h3>2.1. \u5f3a\u5927\u7684\u6240\u6709\u6743\uff08Strong Ownership\uff09<\/h3>\n<p>\u4e00\u4e2a\u5bf9\u4ea7\u54c1\u6709\u6df1\u5ea6\u7406\u89e3\u7684\u4eba\uff0c\u73b0\u5728\u53ef\u4ee5\u6bd4\u4ee5\u5f80\u5feb\u5341\u500d\u5730\u6267\u884c\u3002\u800c\u4e00\u4e2a\u6ca1\u6709\u80cc\u666f\u77e5\u8bc6\u7684\u4eba\uff0c\u7528\u540c\u6837\u7684 AI \u5de5\u5177\uff0c\u53ea\u4f1a\u751f\u6210\u66f4\u591a\u566a\u97f3\u3002<\/p>\n<p>\u8fd9\u76f4\u63a5\u5e26\u6765\u7684\u7ed3\u679c\u5c31\u662f \u2014\u2014 <strong>\u534f\u8c03\u6210\u672c\u53d8\u8d35\u4e86<\/strong>\u3002<\/p>\n<p>Christoph \u7684\u5224\u65ad\u5f88\u76f4\u63a5\uff1a<\/p>\n<p><strong>\u6700\u6709\u6548\u7387\u7684\u56e2\u961f\u4f1a\u53d8\u5f97\u5f88\u5c0f\uff0c\u53ef\u80fd\u5c31\u4e24\u4e09\u4e2a\u4eba<\/strong>\uff0c\u6bcf\u4e2a\u4eba\u6709\u6e05\u6670\u7684\u8d23\u4efb\u5212\u5206\uff0c\u5404\u81ea\u7ef4\u62a4\u72ec\u7acb\u7684\u4ed3\u5e93\u3002<\/p>\n<p>\u8fd9\u4f1a\u5e26\u6765\u5f3a\u5927\u7684\u6240\u6709\u6743\uff0c\u4f60\u9700\u8981\u7406\u89e3\u67b6\u6784\u3001\u7406\u89e3\u4ea7\u54c1\u9700\u6c42\u3001\u7406\u89e3 trade-off\u3001\u7406\u89e3\u7cfb\u7edf\u7684\u957f\u671f\u65b9\u5411\u3002<\/p>\n<h3>2.2. \u54c1\u5473\u6700\u91cd\u8981\uff08Taste, Taste, Taste\uff09<\/h3>\n<p>Christoph \u539f\u8bdd\u662f\uff1a\u201cI have a low tolerance for bullshit, and with agents, everyone can generate a lot of bullshit all day long. Please just stop.\u201d<\/p>\n<p>\u7ffb\u8bd1\u4e00\u4e0b\uff1a<strong>\u6211\u5bf9 bullshit \u7684\u5bb9\u5fcd\u5ea6\u5f88\u4f4e\uff0c\u800c\u6709\u4e86 AI\uff0c\u6bcf\u4e2a\u4eba\u90fd\u80fd\u5168\u5929\u5019\u6279\u91cf\u5236\u9020 bullshit\u3002\u6c42\u6c42\u4f60\u4eec\uff0c\u505c\u4e0b\u6765\u3002<\/strong><\/p>\n<p>\u8fd9\u53ef\u592a\u771f\u5b9e\u4e86\ud83e\udd23\u3002<\/p>\n<p>\u56e0\u4e3aAI \u65f6\u4ee3\u6700\u5927\u7684\u95ee\u9898\u4e0d\u662f\u201cAI \u5199\u4e0d\u597d\u4ee3\u7801\u201d\uff0c\u800c\u662f\u201cAI \u592a\u80fd\u5199\u4e86\u201d\u2014\u2014\u4f60\u7ed9\u5b83\u4e00\u4e2a\u6a21\u7cca\u7684 prompt\uff0c\u5b83\u80fd\u5728 30 \u79d2\u5185\u5410\u51fa\u4e00\u5768\u529f\u80fd\u9f50\u5168\u4f46\u4f60\u5b8c\u5168\u4e0d\u9700\u8981\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u6240\u4ee5 Christoph \u5f3a\u8c03\u54c1\u5473\u7684\u542b\u4e49\u662f \u2014\u2014 \u4f60\u5f97\u82b1\u66f4\u591a\u65f6\u95f4\u53bb\u60f3\u201c\u4ec0\u4e48\u503c\u5f97\u82b1\u65f6\u95f4\u505a\u201d\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u5f00\u5e72\u3002<\/p>\n<h3>2.3. \u4e25\u683c\u62a4\u680f + \u5feb\u901f\u53cd\u9988\uff08Strict Guardrails &#038; Fast Feedback Loops\uff09<\/h3>\n<p>\u8fd9\u4e00\u70b9\u7279\u522b\u5bb9\u6613\u88ab\u5ffd\u89c6\u3002<\/p>\n<p>Christoph \u8bf4\uff1a\u8ddf AI agent \u5408\u4f5c\uff0c\u672c\u8d28\u4e0a\u5c31\u50cf<strong>\u5728\u5927\u5382\u5de5\u4f5c<\/strong>\u2014\u2014\u4f60\u968f\u65f6\u5728\u5f80\u4ee3\u7801\u5e93\u91cc\u4e22\u201c\u65b0\u4eba\u201d\uff0c\u8fd9\u4e9b\u65b0\u4eba\u5bf9\u80cc\u666f\u4e00\u65e0\u6240\u77e5\uff0c\u5e26\u7740\u4f60\u7684 prompt \u5c31\u4e0a\u4e86\u3002<\/p>\n<p>\u90a3\u80af\u5b9a\u4f1a\u51fa\u73b0\u95ee\u9898\uff0c\u90a3\u8be5\u5982\u4f55\u89e3\u51b3\u5462\uff1f<\/p>\n<p>\u9760\u62a4\u680f\u5457\uff1a<\/p>\n<p><strong>lint \u89c4\u5219\u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u3001\u7c7b\u578b\u68c0\u67e5\u3001\u4e25\u683c\u7684 CI \u2014\u2014 \u8fd9\u4e9b\u7ea6\u675f\u8d8a\u5f3a\uff0cAI \u5c31\u8d8a\u5feb\u3001\u8d8a\u6b63\u786e\u5730\u5b8c\u6210\u5de5\u4f5c\u3002<\/strong><\/p>\n<p>\u4e5f\u56e0\u6b64\u5de5\u5177\u7684\u6027\u80fd\u53d8\u5f97\u66f4\u91cd\u8981\u4e86\u3002\u56e0\u4e3a\u4ee3\u7801\u91cf\u4f1a\u5448\u7206\u70b8\u5f0f\u589e\u957f\uff0c\u5de5\u5177\u5fc5\u987b\u80fd\u591f\u5feb\u901f\u5904\u7406\u53d1\u751f\u66f4\u6539\u7684\u6587\u4ef6\u3002<\/p>\n<p>Christoph \u8ba4\u4e3a\uff1a<strong>\u4e25\u683c\u62a4\u680f\u548c\u5feb\u901f\u53cd\u9988\uff0c\u662f\u51b3\u5b9a AI agent \u5728 1 \u5206\u949f\u5185\u5b8c\u6210\u5de5\u4f5c\uff0c\u8fd8\u662f 60 \u5206\u949f\u5b8c\u6210\u5de5\u4f5c\u7684\u5206\u6c34\u5cad\u3002<\/strong><\/p>\n<h3>2.4. \u628a\u4e0a\u4e0b\u6587\u585e\u8fdb\u4ed3\u5e93\uff08Context in the Repo\uff09<\/h3>\n<p>\u8fc7\u53bb\uff0c\u4e00\u4e2a\u9879\u76ee\u7684\u4e0a\u4e0b\u6587\u5206\u6563\u5728\u5f88\u591a\u5730\u65b9\uff1a<\/p>\n<ul>\n<li>Notion \/ Google Docs<\/li>\n<li>\u4eba\u7684\u8111\u5b50\u91cc<\/li>\n<li>\u53e3\u5934\u7ea6\u5b9a\uff08\u6ca1\u5199\u4e0b\u6765\uff0c\u6216\u8005\u5199\u4e0b\u6765\u4f46\u5fd8\u4e86\uff09<\/li>\n<li>\u751f\u4ea7\u73af\u5883\u91cc\u7684\u5b9e\u9645\u884c\u4e3a<\/li>\n<li>Commit message<\/li>\n<li>\u4ee3\u7801\u672c\u8eab<\/li>\n<\/ul>\n<p><strong>\u6bcf\u4e2a AI agent \u5c31\u50cf\u4e00\u4e2a\u201c\u65b0\u5458\u5de5\u201d\uff0c\u4ed6\u4eec\u5bf9\u8fd9\u4e9b\u5730\u65b9\u7684\u8bbf\u95ee\u6743\u53c2\u5dee\u4e0d\u9f50\u3002 <\/strong><\/p>\n<p><strong>\u56e0\u6b64\u6700\u597d\u7684\u89e3\u51b3\u65b9\u6848\u662f\u628a\u6240\u6709\u76f8\u5173\u7684\u4e0a\u4e0b\u6587\u96c6\u4e2d\u8d77\u6765\uff0c\u653e\u5728\u4ed3\u5e93\u91cc\u3002<\/strong><\/p>\n<p>\u5728\u4ed3\u5e93\u91cc\u653e\u4e00\u4efd CLAUDE.md \u6216 AGENTS.md\uff0c\u544a\u8bc9 AI 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\u6846\u67b6\u2014\u2014\u56e0\u4e3a\u5b83\u4eec\u8282\u7ea6\u4e86\u4f60\u5927\u91cf\u5f00\u53d1\u65f6\u95f4\u3002<\/p>\n<p>\u4f46\u6bcf\u4e00\u5c42\u4f9d\u8d56\uff0c\u90fd\u5e26\u6765\u4e86\u4f60\u4e0d\u5b8c\u5168\u7406\u89e3\u7684\u4ee3\u7801\u3001\u4f60\u4e0d\u5b8c\u5168\u63a7\u5236\u7684\u8bbe\u8ba1\u51b3\u7b56\u3001\u4ee5\u53ca\u4f60\u4e0d\u5b8c\u5168\u627f\u62c5\u7684\u540e\u679c\u3002<\/p>\n<p><strong>\u6bcf\u4e00\u884c\u7b2c\u4e09\u65b9\u4ee3\u7801\uff0c\u51fa\u95ee\u9898\u7684\u65f6\u5019\u90fd\u662f\u4f60\u7684\u95ee\u9898\u3002<\/strong><\/p>\n<p>\u56e0\u6b64 Christoph \u5728\u8fc7\u53bb\u51e0\u5e74\u91cc\uff0c\u81ea\u5df1\u5efa\u4e86\u4e00\u6574\u5957 JavaScript \u5f00\u6e90\u6280\u672f\u6808\uff1a\u6570\u636e\u5c42\u3001\u56fd\u9645\u5316\u3001UI \u5e93\u3001\u5de5\u5177\u914d\u7f6e\u3001\u9879\u76ee\u6a21\u677f\u3001slideshow\u2026\u2026<\/p>\n<p>\u4ed6\u8bf4\u8fd9\u8ba9\u4ed6\u80fd\u5feb\u901f\u542f\u52a8\u65b0\u9879\u76ee\uff0c\u540c\u65f6<strong>\u5bf9\u4ea7\u54c1\u548c\u7528\u6237\u4f53\u9a8c\u62e5\u6709\u5b8c\u5168\u63a7\u5236\u6743<\/strong>\u3002<\/p>\n<h2>3. \u5173\u4e8e\u7ba1\u7406\u7684\u601d\u8003<\/h2>\n<p>Christoph \u5bf9\u7ba1\u7406\u7684\u601d\u8003\u4e5f\u5f88\u6709\u610f\u601d\u3002<\/p>\n<p>\u4ed6\u8bf4\uff1a\u8fc7\u53bb\u56e2\u961f\u89c4\u6a21\u3001\u8303\u56f4\u548c\u7ba1\u7406\u5c42\u7ea7\u90fd\u5b58\u5728\u7740\u6839\u672c\u7684\u4eba\u4e3a\u9650\u5236\u3002\u4f46\u73b0\u5728\u8fd9\u4e9b\u9650\u5236\u6b63\u5728\u88ab\u63a8\u5f00\u3002<\/p>\n<p>\u867d\u7136\u77ed\u671f\u5185\uff0c\u4e00\u5b9a\u4f1a\u6709\u4e9b\u516c\u53f8\u8d70\u9519\u65b9\u5411\u2014\u2014\u4f46\u5927\u65b9\u5411\u662f\uff1a<strong>\u5de5\u7a0b\u7ba1\u7406\u4f1a\u53d8\u5f97\u66f4\u6280\u672f\u5316\uff0c\u800c\u4e0d\u662f\u66f4\u5c11\u6280\u672f\u5316\u3002<\/strong><\/p>\n<p>\u5f88\u591a\u6280\u672f\u7ecf\u7406\u4e00\u8fdb\u5165\u4e2d\u5c42\u7ba1\u7406\uff0c\u5c31\u6162\u6162\u201c\u8131\u79bb\u4e86\u4ee3\u7801\u201d\u3002\u8fd9\u5728\u4ee5\u524d\u662f\u53ef\u4ee5\u7684\uff0c\u8fd8\u9700\u8981\u4f60\u7ba1\u65b9\u5411\u3001\u7ba1\u4eba\u3001\u7ba1\u6d41\u7a0b\u3002<\/p>\n<p><strong>\u4f46 AI \u65f6\u4ee3\u4e0d\u884c\u4e86\u3002<\/strong><\/p>\n<p>\u5f53\u6267\u884c\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\uff0c\u4e2a\u4eba\u8d21\u732e\u8005\u7684\u6760\u6746\u53d8\u5f97\u5de8\u5927\u3002\u7ba1\u7406\u8005\u5982\u679c\u4e0d\u61c2\u4ee3\u7801\u3001\u4e0d\u6562\u81ea\u5df1\u4e0a\u624b\u6539\u9879\u76ee\u3001\u4e0d\u80fd\u63d0\u4f9b\u6280\u672f\u9886\u5bfc\u529b\u2014\u2014\u90a3\u4f60\u7684\u5b58\u5728\u611f\u4ece\u54ea\u6765\uff1f<\/p>\n<p>Christoph \u591a\u5e74\u524d\u5199\u8fc7\u4e00\u7bc7\u6587\u7ae0\u53eb\u300aTech Lead Management\u300b\uff0c\u4ed6\u73b0\u5728\u66f4\u575a\u5b9a\u4e86\uff1a<strong>Tech Lead Manager \u662f AI \u65f6\u4ee3\u6700\u6b63\u786e\u7684\u7ba1\u7406\u89d2\u8272\u3002<\/strong><\/p>\n<p><strong>\u6284\u4e00\u6bb5\u4ed6\u7684\u539f\u8bdd\uff1a<\/strong><\/p>\n<blockquote><p>As execution becomes cheaper and individual contributors gain more leverage, managers can no longer just own outcomes or direction. They have to retain domain expertise in the area they work in, be able to make changes to their projects confidently, and provide technical leadership.<\/p><\/blockquote>\n<p><strong>\u5728 AI \u65f6\u4ee3\uff0c\u7ba1\u7406\u8005\u7684\u6838\u5fc3\u80fd\u529b\u4e0d\u518d\u662f\u201c\u7ba1\u4eba\u201d\uff0c\u800c\u662f\u201c\u80fd\u5224\u65ad\u201d\u3002<\/strong><\/p>\n<h2>4. \u5927\u4f6c\u7126\u8651\u5417\uff1f<\/h2>\n<p>Christoph \u8bf4\uff1a<\/p>\n<blockquote><p>&#8220;Sometimes I feel like I&#8217;m just carrying context from one agent session into a GitHub Issue, or into Discord, and back to the agent.&#8221;<\/p><\/blockquote>\n<p>\u6709\u65f6\u5019\u6211\u89c9\u5f97\u81ea\u5df1\u5c31\u662f\u4e00\u4e2a\u201c\u4e0a\u4e0b\u6587\u642c\u8fd0\u5de5\u201d\u2014\u2014\u4ece agent \u62ff\u5230\u7ed3\u679c\uff0c\u642c\u5230 GitHub Issue\uff0c\u518d\u642c\u5230 Discord\uff0c\u518d\u642c\u56de agent \ud83e\udd23\u3002<\/p>\n<p>\u867d\u7136\u8c03\u4f83\u81ea\u5df1\u50cf\u4e2a\u642c\u8fd0\u5de5\uff0c\u4f46\u4ece\u884c\u6587\u4e2d\uff0c\u660e\u663e\u611f\u53d7\u5230\u4ed6\u96c0\u96c0\u6b32\u8bd5\u3002<\/p>\n<p>\u4ed6\u8ba4\u4e3a\uff1a<strong>\u6211\u4eec\u6b63\u5728\u89e3\u9501\u4ee5\u95ea\u7535\u822c\u7684\u901f\u5ea6\u4ea4\u4ed8\u5353\u8d8a\u4ea7\u54c1\u7684\u80fd\u529b\uff0c\u800c\u6211\u4eec\u9700\u8981\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u591a\u7684\u4eba\u6765\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u3002<\/strong> \u6211\u4e4b\u524d\u53d7\u9650\u4e8e\u7f16\u5199\u4ee3\u7801\uff0c\u73b0\u5728\u53d7\u9650\u4e8e\u505a\u51fa\u5224\u65ad\u3002\u8ba9\u6211\u4eec\u5f00\u59cb\u4ea4\u4ed8\u5427\uff01<\/p>\n<p>\u4e5f\u5e0c\u671b\u5927\u5bb6\u8d70\u51fa\u7126\u8651\uff0c\u5728 AI \u65f6\u4ee3\u53d1\u6325\u51fa\u81ea\u5df1\u7684\u6f5c\u529b\u3002<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000047883347\">https:\/\/segmentfault.com\/a\/1190000047883347<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6700\u8fd1\u770b\u4e86 Jest \u521b\u59cb\u4eba Christoph Nakazawa \u7684\u53d1\u6587 \u2014\u2014 \u201c\u73b0\u4ee3\u5de5\u7a0b\u4ef7\u503c\u89c2\u201d\uff0c\u548c\u5927\u5bb6\u5206\u4eab [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-10021391","post","type-post","status-publish","format-standard","hentry","category-share"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10021391","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10021391"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10021391\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10021391"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10021391"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10021391"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}