{"id":10021357,"date":"2026-05-09T20:28:52","date_gmt":"2026-05-09T12:28:52","guid":{"rendered":"https:\/\/itmax.cn\/?p=10021357"},"modified":"2026-05-09T20:28:52","modified_gmt":"2026-05-09T12:28:52","slug":"%e5%9f%ba%e4%ba%8e-harness-sdd-%e5%a4%9a%e4%bb%93%e7%ae%a1%e7%90%86%e6%a8%a1%e5%bc%8f%e7%9a%84-ai-%e5%85%a8%e6%a0%88%e5%bc%80%e5%8f%91%e5%ae%9e%e8%b7%b5%ef%bd%9c%e5%be%97%e7%89%a9%e6%8a%80","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10021357","title":{"rendered":"\u57fa\u4e8e Harness + SDD + \u591a\u4ed3\u7ba1\u7406\u6a21\u5f0f\u7684 AI \u5168\u6808\u5f00\u53d1\u5b9e\u8df5\uff5c\u5f97\u7269\u6280\u672f"},"content":{"rendered":"<h2>\u4e00\u3001\u6838\u5fc3\u7406\u5ff5\uff1aHarness \u601d\u7ef4 \u2014 \u8ba9 AI \u6a21\u4eff\uff0c\u800c\u4e0d\u662f\u51ed\u7a7a\u521b\u9020<\/h2>\n<h3>\u5168\u6808 AI \u5f00\u53d1\u6700\u5bb9\u6613\u8e29\u7684\u5751<\/h3>\n<p>\u5168\u6808 SDD \u5f00\u53d1\u4e2d\uff0c\u6700\u5e38\u89c1\u4e5f\u6700\u81f4\u547d\u7684\u9519\u8bef\u662f\uff1a\u8ba9 AI \u4ece\u96f6\u5f00\u59cb\u5199\u4ee3\u7801\u3002AI \u6a21\u578b\u5177\u5907&#8221;\u901a\u8bc6\u80fd\u529b&#8221;\uff0c\u7ed9\u5b83\u4e00\u4e2a\u9700\u6c42\u63cf\u8ff0\uff0c\u5b83\u786e\u5b9e\u80fd\u751f\u6210\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\u3002\u4f46\u95ee\u9898\u5728\u4e8e\uff0c\u8fd9\u4e9b\u4ee3\u7801\u5f80\u5f80\u662f&#8221;\u5916\u661f\u4ee3\u7801&#8221;\uff1a<strong>\u98ce\u683c\u4e0d\u4e00\u81f4<\/strong>\uff08\u547d\u540d\u89c4\u8303\u3001\u76ee\u5f55\u7ed3\u6784\u3001\u5206\u5c42\u65b9\u5f0f\u4e0e\u9879\u76ee\u73b0\u6709\u4ee3\u7801\u4e0d\u540c\uff09\u3001<strong>\u590d\u7528\u7387\u4f4e<\/strong>\uff08\u6ca1\u6709\u5229\u7528\u9879\u76ee\u5df2\u6709\u7684\u516c\u5171\u7ec4\u4ef6\u3001\u5de5\u5177\u51fd\u6570\u3001\u8bf7\u6c42\u5c01\u88c5\uff09\u3001<strong>\u91c7\u7eb3\u7387\u4f4e<\/strong>\uff08Code Review \u65f6\u540e\u7aef\u540c\u5b66\u770b\u5230&#8221;\u5916\u6765\u98ce\u683c&#8221;\u7684\u4ee3\u7801\uff0c\u4f1a\u4ea7\u751f\u5927\u91cf\u4fee\u6539\u610f\u89c1\uff09\u3002\u7ed3\u679c\u5c31\u662f\uff1aAI \u751f\u6210\u4e86\u4ee3\u7801\uff0c\u4f46 Review \u6210\u672c\u548c\u8fd4\u5de5\u6210\u672c\u53cd\u800c\u66f4\u9ad8\u4e86\u3002<\/p>\n<h3>Harness \u601d\u7ef4\u7684\u6838\u5fc3\uff1a\u7ed9 AI \u4e00\u4e2a&#8221;\u6a21\u4eff\u5bf9\u8c61&#8221;<\/h3>\n<p>Harness\uff08\u7ea6\u675f\uff09\u601d\u7ef4\u7684\u672c\u8d28\u662f\uff1a\u7ed9 AI \u4e00\u4e2a\u5df2\u6709\u7684\u5b9e\u73b0\u4f5c\u4e3a\u53c2\u7167\uff0c\u8ba9\u5b83\u7167\u7740\u590d\u523b\u4e00\u4efd\uff0c\u800c\u4e0d\u662f\u51ed\u7a7a\u521b\u9020\u3002\u5c31\u50cf\u7ed9\u4e00\u4e2a\u65b0\u5165\u804c\u7684\u5de5\u7a0b\u5e08\u8bf4&#8221;\u4f60\u7167\u7740\u8fd9\u4e2a\u6a21\u5757\u7684\u98ce\u683c\uff0c\u5199\u4e00\u4e2a\u7c7b\u4f3c\u7684&#8221;\uff0c\u800c\u4e0d\u662f&#8221;\u4f60\u81ea\u7531\u53d1\u6325&#8221;\u2014\u2014\u524d\u8005\u5f80\u5f80\u80fd\u66f4\u5feb\u4ea7\u51fa\u7b26\u5408\u56e2\u961f\u89c4\u8303\u7684\u4ee3\u7801\u3002<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749454\" alt=\"\" title=\"\"><\/p>\n<h3>\u5728\u63d0\u793a\u8bcd\u4e2d\u4f53\u73b0 Harness<\/h3>\n<p><strong>\u4e0d\u63a8\u8350\uff08\u51ed\u7a7a\u521b\u9020\uff09\uff1a<\/strong><\/p>\n<pre><code>\u8bf7\u5b9e\u73b0\u4e00\u4e2a\u7ed3\u675f\u8bed\u7ba1\u7406\u7684 CRUD \u63a5\u53e3<\/code><\/pre>\n<p><strong>\u63a8\u8350\uff08Harness \u7ea6\u675f\uff09\uff1a<\/strong><\/p>\n<pre><code>\u8bf7\u53c2\u7167\u73b0\u6709&quot;\u573a\u666f\u6b22\u8fce\u8bed&quot;\u529f\u80fd\uff08\u540e\u7aef\u63a5\u53e3 \/api\/v1\/feature\/list\uff0c\u524d\u7aef\u5165\u53e3 FeatureTable\/index.tsx:53-58\uff09\u5b9e\u73b0&quot;\u7ed3\u675f\u8bed&quot;\u529f\u80fd\u3002\u6570\u636e\u7ed3\u6784\u3001\u5206\u5c42\u65b9\u5f0f\u3001\u547d\u540d\u98ce\u683c\u90fd\u4fdd\u6301\u4e00\u81f4\u3002\u65b0\u589e\u573a\u666f code\uff1acategoryCode = &quot;SCENARIO_CLOSING&quot;<\/code><\/pre>\n<p>\u4e24\u8005\u7684\u5dee\u8ddd\u4e0d\u5728\u4e8e AI \u662f\u5426&#8221;\u806a\u660e&#8221;\uff0c\u800c\u5728\u4e8e\u4f60\u7ed9\u4e86 AI \u591a\u5c11\u7ea6\u675f\u548c\u4e0a\u4e0b\u6587\u3002\u7ea6\u675f\u8d8a\u7cbe\u51c6\uff0c\u751f\u6210\u4ee3\u7801\u7684\u53ef\u7528\u6027\u8d8a\u9ad8\u3002<\/p>\n<h2>\u4e8c\u3001\u5168\u6808\u5de5\u4f5c\u533a\u642d\u5efa\u4e0e Codebase Indexing<\/h2>\n<h3>\u4e3a\u4ec0\u4e48\u8981\u642d\u591a\u4ed3\u5de5\u4f5c\u533a\uff1f<\/h3>\n<p>\u524d\u540e\u7aef\u4ee3\u7801\u901a\u5e38\u5206\u5e03\u5728\u4e24\u4e2a\u72ec\u7acb\u4ed3\u5e93\u3002\u5982\u679c\u5206\u5f00\u6253\u5f00\uff0cAI \u751f\u6210\u540e\u7aef\u63a5\u53e3\u65f6\u770b\u4e0d\u5230\u524d\u7aef\u7684\u8c03\u7528\u65b9\u5f0f\uff0c\u751f\u6210\u524d\u7aef\u4ee3\u7801\u65f6\u770b\u4e0d\u5230\u540e\u7aef\u7684\u8fd4\u56de\u7ed3\u6784\uff0c\u63a5\u53e3\u5b57\u6bb5\u5bf9\u4e0d\u4e0a\u662f\u5bb6\u5e38\u4fbf\u996d\u3002\u5c06\u524d\u540e\u7aef\u4ee3\u7801\u653e\u5728\u540c\u4e00\u4e2a\u5de5\u4f5c\u533a\u4e0b\uff0c\u6709\u4e09\u4e2a\u6838\u5fc3\u4ef7\u503c\uff0c<strong>Codebase Indexing<\/strong>\uff1aCursor \u5bf9\u5de5\u4f5c\u533a\u5185\u6240\u6709\u4ee3\u7801\u8fdb\u884c\u5411\u91cf\u5316\u5d4c\u5165\uff0c\u5efa\u7acb\u8bed\u4e49\u7d22\u5f15\u3002AI \u80fd\u8de8\u4ed3\u5e93\u7406\u89e3\u4ee3\u7801\u5173\u7cfb\uff0c\u751f\u6210\u8d28\u91cf\u5927\u5e45\u63d0\u5347\u3002<strong>\u4e0a\u4e0b\u6587\u5b8c\u6574<\/strong>\uff1aAI \u540c\u65f6\u80fd\u770b\u5230\u524d\u540e\u7aef\u4ee3\u7801\uff0c\u63a5\u53e3\u5b57\u6bb5\u3001\u547d\u540d\u98ce\u683c\u81ea\u7136\u5bf9\u9f50\u3002<strong>SDD \u6587\u6863\u96c6\u4e2d\u7ba1\u7406<\/strong>\uff1a\u524d\u540e\u7aef SDD \u6587\u6863\u5728\u540c\u4e00\u5de5\u4f5c\u533a\uff0c\u4fbf\u4e8e\u63a5\u53e3\u5951\u7ea6\u5bf9\u9f50\u3002<\/p>\n<h3>Codebase Indexing \u7684\u4ef7\u503c<\/h3>\n<p>Cursor \u7684 Codebase Indexing \u4f1a\u5bf9\u5de5\u4f5c\u533a\u5185\u7684\u4ee3\u7801\u8fdb\u884c\u5411\u91cf\u5316\u5d4c\u5165\uff0c\u5efa\u7acb\u8bed\u4e49\u7d22\u5f15\u3002<strong>\u8fd9\u610f\u5473\u7740<\/strong>\uff1a\u5f53\u4f60\u95ee AI &#8220;\u573a\u666f\u6b22\u8fce\u8bed\u662f\u600e\u4e48\u5b9e\u73b0\u7684&#8221;\uff0c\u5b83\u4e0d\u9700\u8981\u4f60\u624b\u52a8\u6307\u5b9a\u6587\u4ef6\uff0c\u80fd\u901a\u8fc7\u8bed\u4e49\u68c0\u7d22\u81ea\u52a8\u627e\u5230\u76f8\u5173\u7684 Controller\u3001Service\u3001\u524d\u7aef\u7ec4\u4ef6\u3002\u5f53\u4f60\u8ba9 AI &#8220;\u7167\u7740\u6b22\u8fce\u8bed\u5199\u7ed3\u675f\u8bed&#8221;\uff0c\u5b83\u4f1a\u68c0\u7d22\u5230\u6b22\u8fce\u8bed\u7684\u524d\u540e\u7aef\u5b8c\u6574\u5b9e\u73b0\u94fe\u8def\uff0c\u800c\u4e0d\u53ea\u662f\u5355\u4e2a\u6587\u4ef6\u3002<\/p>\n<p>\u524d\u540e\u7aef\u653e\u5728\u540c\u4e00\u4e2a\u5de5\u4f5c\u533a\uff0cCodebase Indexing \u8986\u76d6\u4e24\u4fa7\u4ee3\u7801\u3002AI \u751f\u6210\u540e\u7aef\u63a5\u53e3\u65f6\u80fd\u53c2\u8003\u524d\u7aef\u7684\u8c03\u7528\u65b9\u5f0f\uff0c\u751f\u6210\u524d\u7aef\u4ee3\u7801\u65f6\u80fd\u53c2\u8003\u540e\u7aef\u7684\u8fd4\u56de\u7ed3\u6784\u3002<\/p>\n<p><strong>Tips<\/strong>\uff1aCursor \u6253\u5f00\u5de5\u4f5c\u533a\u540e\uff0c\u9996\u6b21\u7d22\u5f15\u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\u3002\u53ef\u4ee5\u5728 Cursor \u8bbe\u7f6e\u67e5\u770b\u7d22\u5f15\u8fdb\u5ea6\u3002\u786e\u4fdd\u7d22\u5f15\u5b8c\u6210\u540e\u518d\u5f00\u59cb\u8ba9 AI \u751f\u6210\u4ee3\u7801\uff0c\u6548\u679c\u4f1a\u660e\u663e\u66f4\u597d\u3002<\/p>\n<h3>Cursor vs Claude Code\uff1a\u9009\u54ea\u4e2a\uff1f<\/h3>\n<p>\u5728\u5168\u6808 AI \u5f00\u53d1\u573a\u666f\u4e0b\uff0c\u4e24\u6b3e\u5de5\u5177\u5404\u6709\u4fa7\u91cd\uff0c\u4e0b\u8868\u662f\u5b9e\u6d4b\u5bf9\u6bd4\uff1a<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749455\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<h3>\u5168\u6808\u5de5\u4f5c\u533a\u642d\u5efa&#038;SDD\u521d\u59cb\u5316&#8211;\u5185\u90e8\u5168\u6808\u7814\u53d1\u63d2\u4ef6<\/h3>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749456\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u4ee5\u4e0a\u8ff0\u9700\u6c42\u4e3a\u4f8b\uff0c\u5de5\u4f5c\u533a\u7ed3\u6784\u5982\u4e0b\uff0c.claude \u548c .cursor \u4e2d\u5df2\u5bf9 SDD \u80fd\u529b\u8fdb\u884c\u521d\u59cb\u5316\u3002<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749457\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<h2>\u4e09\u3001SDD \u9a71\u52a8\u7684\u5168\u6808\u4ee3\u7801\u751f\u6210\u6d41\u7a0b<\/h2>\n<h3>\u5168\u6808 SDD \u7684\u7279\u6b8a\u4e4b\u5904<\/h3>\n<p>\u4e0e\u7eaf\u524d\u7aef\/\u7eaf\u540e\u7aef SDD \u4e0d\u540c\uff0c\u5168\u6808 SDD \u9700\u8981\uff1a<strong>\u751f\u6210\u4e24\u4efd SDD \u6587\u6863<\/strong>\uff08\u524d\u7aef\u4e00\u4efd\u3001\u540e\u7aef\u4e00\u4efd\uff09\uff1b<strong>\u63a5\u53e3\u5951\u7ea6\u5bf9\u9f50<\/strong>\uff0c\u524d\u7aef SDD \u4e2d\u7684\u63a5\u53e3\u8c03\u7528\u4e0e\u540e\u7aef SDD \u4e2d\u7684\u63a5\u53e3\u5b9a\u4e49\u5fc5\u987b\u4e25\u683c\u5bf9\u5e94\uff1b<strong>\u5b57\u6bb5\u6620\u5c04\u4e00\u81f4<\/strong>\uff0c\u524d\u7aef VO \u4e2d\u7684\u5b57\u6bb5\u540d\u4e0e\u540e\u7aef\u8fd4\u56de\u7684 JSON \u5b57\u6bb5\u540d\u4e00\u4e00\u5bf9\u5e94\u3002<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749458\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u76f8\u5173\u6982\u5ff5\u672f\u8bed<\/p>\n<h3>\u63d0\u793a\u8bcd\u7f16\u5199\u8303\u5f0f<\/h3>\n<p>\u4ee5\u4e0b\u662f\u7ecf\u8fc7\u5b9e\u8df5\u9a8c\u8bc1\u7684\u5168\u6808 SDD \u751f\u6210\u63d0\u793a\u8bcd\u6a21\u677f\uff1a<\/p>\n<pre><code>\u8fd9\u662f\u4e00\u4e2a\u524d\u540e\u7aef\u5168\u6808\u5f00\u53d1\u5de5\u4f5c\u533a\uff0c\u9700\u8981\u4f60\u8bbe\u8ba1\u6280\u672f\u63a5\u53e3\u65b9\u6848\uff0c\u540c\u65f6\u5f00\u53d1\u524d\u540e\u7aef\u9879\u76ee\uff1b\u9996\u5148\u4f60\u9700\u8981 cd \u5230\u5bf9\u5e94\u524d\u540e\u7aef\u5e94\u7528\u76ee\u5f55\u4e2d\uff0c\u521b\u5efa sdd \u6587\u4ef6\uff1b\u6240\u4ee5\u4f60\u9700\u8981\u751f\u6210\u4e24\u4efd sdd \u6587\u6863\uff0c\u4e4b\u540e\u6211\u4f1a\u542f\u52a8\u4e24\u4e2a agent \u5206\u522b\u5b9e\u73b0\uff1b\u5728\u751f\u6210\u4e4b\u524d\uff0c\u5982\u679c\u4f60\u9700\u8981\u786e\u8ba4\u67d0\u4e9b\u7ec6\u8282\uff0c\u4f60\u5e94\u5f53\u5148\u786e\u8ba4\u540e\u751f\u6210 sdd \u6587\u6863\u3002\u524d\u7aef\u5e94\u7528\uff1aservice-frontend\/sdd-propose  feature\/your-feature-name\u524d\u7aef\u4fee\u6539\u5165\u53e3\u53c2\u8003\uff1a@FeatureTable\/index.tsx:53-58 @columns\/index.tsx\u540e\u7aef\u5e94\u7528\uff1aservice-backend\/sdd-propose  feature\/your-feature-name\u540e\u7aef\u4fee\u6539\u5165\u53e3\u53c2\u8003\u63a5\u53e3\uff1a\/api\/v1\/feature\/list\u9700\u6c42\u5185\u5bb9\uff1a\uff08\u9644\u4e0a\u9700\u6c42\u6587\u6863\u6216\u63cf\u8ff0\uff0c\u5e76\u63d0\u4f9b\u524d\u540e\u7aef\u9700\u6c42\u70b9\u6e05\u5355\uff09<\/code><\/pre>\n<p><strong>\u5173\u952e\u8981\u7d20\u89e3\u8bfb\uff1a<\/strong><\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749459\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<h3>\u524d\u540e\u7aef\u9700\u6c42\u70b9\u6e05\u5355\u5206\u5de5\u793a\u4f8b<\/h3>\n<h4>\u524d\u7aef\u9700\u6c42\u529f\u80fd\u70b9<\/h4>\n<p>\u4e3b\u8981\u662f\u65b0\u589e\u4e00\u4e2a\u540e\u53f0\u7ba1\u7406\u9875\u9762\u7684 tab\uff0c\u6d89\u53ca\u5230\u641c\u7d22\u3001\u5c55\u793a\u3001\u914d\u7f6e\u65b0\u589e\u3001\u5220\u9664\u7b49\uff1b\u5229\u7528\u5185\u90e8 SDD \u6587\u6863\u5de5\u5177\uff08\u5982\u4e0b\u56fe\uff09\u4ece PRD \u63cf\u8ff0\u548c\u6587\u6863\u56fe\u7247\u4e2d\u63d0\u70bc\u51fa\u9700\u6c42\u70b9\u3002<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749460\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u5185\u90e8 SDD \u6587\u6863\u5de5\u5177<\/p>\n<p><strong>\u5de6\u4fa7\u5bfc\u822a\u65b0\u589e&#8221;\u7ed3\u675f\u8bed&#8221; Tab\u3002 \u53f3\u4fa7\u65b0\u589e\u7ed3\u675f\u8bed\u5217\u8868\u9875\u3002<\/strong> \u5b57\u6bb5\u6709\uff1a\u7ed3\u675f\u8bed\u5185\u5bb9\u3001\u7ed3\u675f\u8bed\u63cf\u8ff0\u3001\u4f18\u5148\u7ea7\u3001\u66f4\u65b0\u4eba\u3001\u66f4\u65b0\u65f6\u95f4\u3001\u64cd\u4f5c\u5217\u3002<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749461\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u65b0\u589e \/ \u7f16\u8f91\u5f39\u7a97\u5b57\u6bb5\uff1a\u7ed3\u675f\u8bed\u63cf\u8ff0\u3001\u751f\u6548\u65e5\u671f\u3001\u751f\u6548\u65f6\u6bb5\u3001\u751f\u6548\u65f6\u6bb5\u3001\u7ed3\u675f\u8bed\u8bdd\u672f\uff08\u7c7b\u578b\u548c\u89c4\u5219\u8fd9\u91cc\u4e0d\u4e00\u4e00\u7f57\u5217\uff09\u3002<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749462\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><strong>\u62d6\u62fd\u6392\u5e8f\u529f\u80fd\uff1a<\/strong> \u70b9\u51fb&#8221;\u6392\u5e8f&#8221;\u6309\u94ae\u8fdb\u5165\u6392\u5e8f\u72b6\u6001\uff0c\u62d6\u62fd\u8c03\u6574\u987a\u5e8f\u540e\u70b9\u51fb&#8221;\u4fdd\u5b58&#8221;\u751f\u6548\u3002<\/p>\n<h3>\u540e\u7aef\u529f\u80fd\u70b9\uff08\u542b\u63a5\u53e3\u6e05\u5355\uff09<\/h3>\n<p>\u540e\u7aef\u529f\u80fd\u7531 AI \u6839\u636e\u524d\u7aef\u9700\u6c42\u63cf\u8ff0\u81ea\u4e3b\u8bbe\u8ba1\u6570\u636e\u8868\u548c\u63a5\u53e3\u3002\u4ee5\u4e0b\u662f AI \u5728\u751f\u6210 SDD \u524d\u9700\u8981\u660e\u786e\u7684\u5173\u952e\u8bbe\u8ba1\u95ee\u9898\uff08\u8fd9\u4e9b\u95ee\u9898\u5e94\u5728\u63d0\u793a\u8bcd\u4e2d\u5217\u51fa\uff0c\u8ba9 AI \u5148\u56de\u7b54\u518d\u751f\u6210\uff09\u3002<\/p>\n<p><strong>\u63a5\u53e3\u6e05\u5355\uff1a<\/strong> \u5217\u8868\u63a5\u53e3\uff08\u652f\u6301\u5206\u9875\uff0c\u56de\u663e\u6570\u636e\u76f4\u63a5\u5d4c\u5165\u5217\u8868\u54cd\u5e94\uff0c\u65e0\u9700\u5355\u72ec\u56de\u663e\u63a5\u53e3\uff09\u3001\u65b0\u589e\u63a5\u53e3\u3001\u7f16\u8f91\u63a5\u53e3\uff08\u590d\u7528\u65b0\u589e\u903b\u8f91\uff0c\u6839\u636e id \u66f4\u65b0\uff09\u3001\u5220\u9664\u63a5\u53e3\uff08\u903b\u8f91\u5220\u9664\uff0c\u4fee\u6539\u5220\u9664\u72b6\u6001\u5b57\u6bb5\uff09\u3001\u6392\u5e8f\u63a5\u53e3\uff08\u6279\u91cf\u66f4\u65b0\uff0c\u9700\u8003\u8651\u9ad8\u6548\u5b9e\u73b0\u65b9\u6848\uff09\u3002<\/p>\n<p><strong>\u5b57\u6bb5\u8bbe\u8ba1\uff1a<\/strong> \u7ed3\u675f\u8bed\u8bdd\u672f\u5185\u5bb9\uff08\u6570\u7ec4\u7c7b\u578b\uff09\u3001\u7ed3\u675f\u8bed\u63cf\u8ff0\uff08\u6587\u672c\uff09\u3001\u4f18\u5148\u7ea7 \/ \u5e8f\u53f7\uff08\u5c0f\u6574\u578b\uff09\u3001\u66f4\u65b0\u4eba\uff08\u5b57\u7b26\u4e32\uff09\u3001\u66f4\u65b0\u65f6\u95f4\uff08\u65f6\u95f4\u6233\uff09\u3002<\/p>\n<p><strong>\u9700\u8981 AI \u5728 SDD \u4e2d\u660e\u786e\u56de\u7b54\u7684\u8bbe\u8ba1\u95ee\u9898\uff1a<\/strong><\/p>\n<ul>\n<li>\u4e3b\u952e\u8bbe\u8ba1\uff1a\u5982\u4f55\u8bbe\u8ba1\u4e3b\u952e\u5b57\u6bb5\uff1f\u524d\u7aef\u53d1\u8d77\u7f16\u8f91\u3001\u5220\u9664\u65f6\u9700\u8981\u4f20\u9012\u8be5\u5b57\u6bb5\u3002<\/li>\n<li>\u4f18\u5148\u7ea7\u81ea\u589e\u903b\u8f91\uff1a\u4f18\u5148\u7ea7\u5e94\u57fa\u4e8e\u5f53\u524d\u6570\u636e\u6761\u6570\u81ea\u589e\uff0c\u65e0\u9700\u524d\u7aef\u4f20\u9012\uff0c\u7531\u540e\u7aef\u81ea\u52a8\u5904\u7406\u3002<\/li>\n<li>\u6392\u5e8f\u5982\u4f55\u9ad8\u6548\u66f4\u65b0\uff1a\u6279\u91cf\u6392\u5e8f\u65f6\u5982\u4f55\u8bbe\u8ba1\u63a5\u53e3\uff0c\u907f\u514d N \u6b21\u5355\u6761\u66f4\u65b0\uff1f<\/li>\n<li>\u5d4c\u5957\u5bf9\u8c61\u5982\u4f55\u5efa\u8868\uff1a\u53c2\u8003\u5df2\u6709\u7684&#8221;\u573a\u666f\u6b22\u8fce\u8bed&#8221;\u63a5\u53e3\uff0c\u5165\u53c2\u4e2d\u5b58\u5728\u5d4c\u5957\u5b50\u5bf9\u8c61\uff08\u5982\u4e0b\u65b9\u53c2\u8003\u7ed3\u6784\uff09\u3002\u6b64\u7c7b\u5b50\u5bf9\u8c61\u5e94\u62c6\u5206\u5230\u591a\u5f20\u8868\uff0c\u8fd8\u662f\u5e8f\u5217\u5316\u4e3a JSON \u5b57\u6bb5\u5b58\u5355\u5f20\u8868\uff1f<\/li>\n<li>isNextDay \u5b57\u6bb5\u542b\u4e49\uff1a\u6b21\u65e5\u903b\u8f91\u7684\u5177\u4f53\u542b\u4e49\u662f\u4ec0\u4e48\uff1f\u524d\u7aef\u65f6\u6bb5\u9009\u62e9\u5668\u4e2d&#8221;\u6b21\u65e5&#8221;\u52fe\u9009\u72b6\u6001\u5982\u4f55\u6620\u5c04\u5230\u8be5\u5b57\u6bb5\uff1f<\/li>\n<li>\u5217\u8868\u56de\u663e\u8bbe\u8ba1\uff1a\u5217\u8868\u63a5\u53e3\u9700\u8981\u8fd4\u56de\u5b8c\u6574\u7684\u56de\u663e\u6570\u636e\uff08\u4f9b\u7f16\u8f91\u5f39\u7a97\u56de\u586b\uff09\uff0c\u65e0\u9700\u5355\u72ec\u63d0\u4f9b\u8be6\u60c5\u63a5\u53e3\u3002<\/li>\n<\/ul>\n<p><strong>\u4e3a\u4ec0\u4e48\u8981\u628a\u8fd9\u4efd\u6e05\u5355\u653e\u8fdb\u63d0\u793a\u8bcd\uff1f<\/strong><\/p>\n<p>\u8fd9\u4efd\u6e05\u5355\u505a\u4e86\u4e24\u4ef6\u91cd\u8981\u7684\u4e8b\uff1a<strong>\u524d\u7aef\u4fa7<\/strong>\u7ed9 AI \u5b8c\u6574\u7684 UI \u7ec6\u8282\uff0c\u8ba9 AI \u77e5\u9053\u7ec4\u4ef6\u72b6\u6001\u3001\u5b57\u6bb5\u7ea6\u675f\u3001\u4ea4\u4e92\u903b\u8f91\uff0c\u907f\u514d\u5b83\u505a&#8221;\u6700\u7b80\u5b9e\u73b0&#8221;\u3002<strong>\u540e\u7aef\u4fa7<\/strong>\u628a\u6a21\u7cca\u7684\u8bbe\u8ba1\u95ee\u9898\u63d0\u524d\u66b4\u9732\uff0c\u8ba9 AI \u5728\u5199 SDD \u4e4b\u524d\u5148\u56de\u7b54\u8fd9\u4e9b\u95ee\u9898\u2014\u2014\u8fd9\u6b63\u662f Harness \u601d\u7ef4\u7684\u4f53\u73b0\uff1a\u8ba9 AI \u53c2\u7167\u5df2\u6709\u5b9e\u73b0\uff08\u5982&#8221;\u6b22\u8fce\u8bed&#8221;\uff09\u6765\u89e3\u51b3&#8221;\u7ed3\u675f\u8bed&#8221;\uff0c\u800c\u4e0d\u662f\u51ed\u7a7a\u8bbe\u8ba1\u3002<\/p>\n<h4>SDD \u6587\u6863\u4ea7\u51fa<\/h4>\n<p>\u4e00\u6b21\u5b8c\u6574\u7684\u5168\u6808 SDD \u751f\u6210\uff0c\u4f1a\u4ea7\u51fa\u4ee5\u4e0b\u6587\u6863\uff1a<\/p>\n<p><strong>\u524d\u7aef SDD\uff1a<\/strong><\/p>\n<ul>\n<li>proposal.md \u2014 \u9700\u6c42\u63d0\u6848\uff0c\u63cf\u8ff0\u524d\u7aef\u8981\u505a\u4ec0\u4e48\u3002<\/li>\n<li>spec.md \u2014 \u6280\u672f\u89c4\u683c\uff0c\u7ec4\u4ef6\u8bbe\u8ba1\u3001\u63a5\u53e3\u8c03\u7528\u3001\u72b6\u6001\u7ba1\u7406\u3002<\/li>\n<li>tasks.md \u2014 \u4efb\u52a1\u62c6\u5206\uff0c\u6bcf\u4e2a task \u5bf9\u5e94\u4e00\u4e2a\u53ef\u6267\u884c\u7684\u4ee3\u7801\u53d8\u66f4\u3002<\/li>\n<\/ul>\n<p><strong>\u540e\u7aef SDD\uff1a<\/strong><\/p>\n<ul>\n<li>proposal.md \u2014 \u9700\u6c42\u63d0\u6848\uff0c\u63cf\u8ff0\u540e\u7aef\u8981\u505a\u4ec0\u4e48\u3002<\/li>\n<li>spec.md \u2014 \u6280\u672f\u89c4\u683c\uff0c\u63a5\u53e3\u8bbe\u8ba1\u3001\u6570\u636e\u5e93\u8bbe\u8ba1\u3001\u5206\u5c42\u67b6\u6784\u3002<\/li>\n<li>design.md \u2014 \u8be6\u7ec6\u8bbe\u8ba1\uff0c\u7c7b\u56fe\u3001\u5b57\u6bb5\u6620\u5c04\u3001SQL\u3002<\/li>\n<li>tasks.md \u2014 \u4efb\u52a1\u62c6\u5206\u3002<\/li>\n<\/ul>\n<h3>SDD \u6307\u4ee4\u4f7f\u7528\u8bf4\u660e<\/h3>\n<h4>\u5178\u578b\u5de5\u4f5c\u6d41\u793a\u4f8b<\/h4>\n<p><strong>\u5165\u95e8\u5f15\u5bfc\uff1a<\/strong><\/p>\n<ol>\n<li>openspec-onboard\uff08\u9996\u6b21\uff0c\u4e0d\u719f\u6089\u624d\u8d70\uff0c\u5f15\u5bfc\u5b8c\u6574\u6b65\u9aa4\uff09\uff1b<\/li>\n<li>openspec-continue-change\uff08\u63d0\u793a\u4f60\u4e0b\u4e00\u6b65\u8981\u5e72\u561b\uff09\uff1b<\/li>\n<li>openspec-ff-change\uff08\u5feb\u8fdb\uff09\u3002<\/li>\n<\/ol>\n<p><strong>\u573a\u666f A\uff1a\u521d\u6b21\u5f00\u53d1<\/strong><\/p>\n<ol>\n<li>openspec-explore\uff08\u8c03\u7814\uff0c\u8111\u66b4\uff09\uff1b<\/li>\n<li>openspec-propose &#8220;&#8230;&#8221;\uff08\u751f\u6210\u8bbe\u8ba1\uff09\uff1b<\/li>\n<li>openspec-apply-change\uff08\u5199\u4ee3\u7801\uff09\uff1b<\/li>\n<li>openspec-verify-change\uff08\u81ea\u6d4b\uff0c\u6821\u9a8c\u4ee3\u7801\u4e0e SDD \u6587\u6863\u662f\u5426\u5bf9\u5e94\uff09\uff1b<\/li>\n<li>openspec-archive-change\uff08\u6536\u5c3e\uff0c\u5f52\u6863\uff09\u3002<\/li>\n<\/ol>\n<p><strong>\u573a\u666f B\uff1a\u4e8c\u6b21\u5f00\u53d1\uff0c\u4fee\u6539\u8fed\u4ee3\u5df2\u6709\u529f\u80fd<\/strong><\/p>\n<ol>\n<li>openspec-explore\uff08\u5b9a\u4f4d\u65e7\u4ee3\u7801\/\u65e7 spec\uff09\uff1b<\/li>\n<li>openspec-propose &#8220;\u4fee\u6539&#8230;&#8221;\uff08\u751f\u6210\u53d8\u66f4 Spec\uff09\uff1b<\/li>\n<li>openspec-apply-change\uff08\u5e94\u7528\u4fee\u6539\uff09\uff1b<\/li>\n<li>openspec-verify-change\uff08\u9a8c\u8bc1\u56de\u5f52\uff09\uff1b<\/li>\n<li>openspec-archive-change\uff08\u5f52\u6863\uff09\u3002<\/li>\n<\/ol>\n<p><strong>\u573a\u666f C\uff1a\u4e8c\u6b21\u4fee\u6539\uff0c\u9700\u6c42\u53d8\u66f4<\/strong><\/p>\n<ol>\n<li>openspec-explore\uff08\u8c03\u7814\uff0c\u8111\u66b4\uff09\uff1b<\/li>\n<li>openspec-propose &#8220;&#8230;&#8221;\uff08\u751f\u6210\u8bbe\u8ba1\uff09\uff1b<\/li>\n<li>openspec-apply-change\uff08\u5199\u4ee3\u7801\uff09\uff1b<\/li>\n<li>\u53d1\u73b0\u6709\u95ee\u9898\u5c31\u7528 openspec-explore \u4fee\u6539\u63d0\u6848\uff1b<\/li>\n<li>openspec-explore &#8220;\u9700\u6c42\u53d8\u66f4\uff1axxx&#8221;\uff08\u4e8c\u6b21\u8111\u66b4\uff09\uff1b<\/li>\n<li>openspec-propose &#8220;\u6839\u636e\u63a2\u7d22\u7ed3\u679c\u4fee\u6539\u63d0\u6848&#8221;\uff1b<\/li>\n<li>openspec-apply-change\uff08\u6267\u884c\u63d0\u6848\u4e2d\u53d8\u66f4\u5185\u5bb9\uff09\uff1b<\/li>\n<li>\u3010\u53ef\u9009\u3011openspec-verify-change\uff08\u9a8c\u8bc1\u662f\u5426\u6709\u672a\u5b8c\u6210\u4efb\u52a1\uff09\uff1b<\/li>\n<li>openspec-archive-change\uff08\u5f52\u6863\uff09\u3002<\/li>\n<\/ol>\n<p><strong>\u573a\u666f D\uff1a\u5b63\u5ea6\u5927\u6e05\u7406<\/strong><\/p>\n<ol>\n<li>openspec-bulk-archive-change &#8211;before 2023-12-31\uff08\u6279\u91cf\u5f52\u6863\uff09\u3002<\/li>\n<\/ol>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749463\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u603b\u7684\u6765\u8bf4\uff0c\u4e0a\u8ff0\u76f8\u5bf9\u6765\u8bf4\u8fd8\u662f\u6bd4\u8f83\u7e41\u7410\uff0c\u4fdd\u6301\u6700\u7b80\u4f7f\u7528\uff1a<strong>\u60f3\uff08openspec-propose\uff09\u3001\u505a\uff08openspec-apply-change\uff09\u3001\u6536\uff08openspec-archive-change\uff09<\/strong> \u5373\u53ef\u3002<\/p>\n<h2>\u56db\u3001\u591a Agent \u534f\u4f5c\uff1a\u524d\u540e\u7aef\u5e76\u884c\u5f00\u53d1<\/h2>\n<h3>\u4e3a\u4ec0\u4e48\u9700\u8981\u591a Agent<\/h3>\n<p>SDD \u6587\u6863\u751f\u6210\u5b8c\u6bd5\u540e\uff0c\u524d\u540e\u7aef\u7684\u4ee3\u7801\u751f\u6210\u5de5\u4f5c\u662f\u76f8\u4e92\u72ec\u7acb\u7684\u2014\u2014\u524d\u7aef\u6839\u636e\u524d\u7aef SDD \u751f\u6210\u7ec4\u4ef6\u548c\u9875\u9762\uff0c\u540e\u7aef\u6839\u636e\u540e\u7aef SDD \u751f\u6210 Controller\/Service\/Repository\u3002\u8fd9\u5929\u7136\u9002\u5408\u5e76\u884c\u6267\u884c\u3002<\/p>\n<h3>Cursor \u4e2d\u7684\u591a Agent \u534f\u4f5c<\/h3>\n<p>Cursor \u652f\u6301\u591a\u4e2a AI \u7f16\u7a0b\u6a21\u5f0f\u5e76\u884c\u5de5\u4f5c\uff0c\u8fd9\u662f\u5176\u6838\u5fc3\u4f18\u52bf\u4e4b\u4e00\u3002<strong>\u5168\u6808\u5f00\u53d1\u573a\u666f\u4e0bTab 1<\/strong> \u8d1f\u8d23\u524d\u7aef\u4ee3\u7801\u751f\u6210\uff0c<strong>Tab 2<\/strong> \u8d1f\u8d23\u540e\u7aef\u4ee3\u7801\u751f\u6210\uff0c\u4e24\u4e2a Agent \u540c\u65f6\u8fd0\u884c\u3001\u4e92\u4e0d\u963b\u585e\u3002<\/p>\n<h3>Claude Code \u4e2d\u7684 Subagent \u80fd\u529b<\/h3>\n<p>Claude Code \u5185\u7f6e\u4e86 Subagent\uff08\u5b50\u4ee3\u7406\uff09\u673a\u5236\uff0c\u9002\u5408\u547d\u4ee4\u884c\u573a\u666f\u4e0b\u7684\u591a\u4efb\u52a1\u5e76\u884c\u3002<\/p>\n<h4>Subagent \u6a21\u5f0f<\/h4>\n<p>Claude Code \u63d0\u4f9b\u4e86\u4e24\u79cd\u591a Agent \u534f\u4f5c\u6a21\u5f0f\u3002\uff08\u4e0b\u4e2a\u8fed\u4ee3\u518d\u5b9e\u8df5\u4e00\u4e0b Team \u6a21\u5f0f\u548c\u666e\u901a Subagent \u7684\u5dee\u522b\uff09<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749464\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<h4>Subagent \u914d\u7f6e\u4e0e\u4f7f\u7528<\/h4>\n<p>Subagent \u7684\u6838\u5fc3\u914d\u7f6e\u9879\uff1a<\/p>\n<pre><code>{  &quot;description&quot;: &quot;\u524d\u7aef\u4ee3\u7801\u751f\u6210\u4e13\u5bb6&quot;,  &quot;tools&quot;: [&quot;Read&quot;, &quot;Edit&quot;, &quot;Write&quot;, &quot;Bash&quot;, &quot;Grep&quot;],  &quot;permissionMode&quot;: &quot;bypass&quot;,  &quot;model&quot;: &quot;sonnet&quot;,  &quot;skills&quot;: [&quot;\u524d\u7aef\u7f16\u7801\u89c4\u8303&quot;]}<\/code><\/pre>\n<p>\u5168\u6808\u5f00\u53d1\u573a\u666f\u4e2d\u7684\u5e94\u7528\uff1a<\/p>\n<pre><code>\u4e3b Agent\uff08\u4f60\u5728\u5bf9\u8bdd\u7684 Claude Code\uff09  \u251c\u2500\u2500 Subagent 1\uff1a\u8bfb\u53d6\u524d\u7aef SDD\uff0c\u751f\u6210\u524d\u7aef\u4ee3\u7801  \u2502     \u251c\u2500\u2500 model: sonnet  \u2502     \u251c\u2500\u2500 tools: Read, Edit, Write, Bash  \u2502     \u2514\u2500\u2500 \u4efb\u52a1\uff1a\u6309\u7167 tasks.md \u751f\u6210\u524d\u7aef\u7ec4\u4ef6  \u2502  \u251c\u2500\u2500 Subagent 2\uff1a\u8bfb\u53d6\u540e\u7aef SDD\uff0c\u751f\u6210\u540e\u7aef\u4ee3\u7801  \u2502     \u251c\u2500\u2500 model: sonnet  \u2502     \u251c\u2500\u2500 tools: Read, Edit, Write, Bash  \u2502     \u2514\u2500\u2500 \u4efb\u52a1\uff1a\u6309\u7167 tasks.md \u751f\u6210\u540e\u7aef\u63a5\u53e3  \u2502  \u2514\u2500\u2500 Subagent 3\uff1a\uff08\u53ef\u9009\uff09\u751f\u6210\u63a5\u53e3 Mock \u6570\u636e        \u251c\u2500\u2500 model: haiku        \u2514\u2500\u2500 \u4efb\u52a1\uff1a\u6839\u636e\u540e\u7aef SDD spec.md \u751f\u6210 Mock<\/code><\/pre>\n<h3>\u591a Agent \u5b9e\u8df5\u5efa\u8bae<\/h3>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749465\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<h2>\u4e94\u3001\u524d\u540e\u7aef\u8054\u8c03\uff1aMock \u6570\u636e\u4e0e\u5206\u9636\u6bb5\u9a8c\u8bc1<\/h2>\n<h3>\u4e09\u9636\u6bb5\u9a8c\u8bc1\u7b56\u7565<\/h3>\n<p>\u76f4\u63a5\u8054\u8c03\u5f80\u5f80\u662f\u6548\u7387\u6700\u4f4e\u7684\u9a8c\u8bc1\u65b9\u5f0f\uff0c\u63a8\u8350\u91c7\u7528\u4e09\u9636\u6bb5\u5206\u79bb\u9a8c\u8bc1\uff1a<\/p>\n<pre><code>\u9636\u6bb5 1\uff1a\u524d\u7aef Mock \u9a8c\u8bc1  \u524d\u7aef\u4ee3\u7801 + Mock \u6570\u636e \u2192 \u672c\u5730\u8dd1\u901a\u9875\u9762\u4ea4\u4e92\uff0c\u9a8c\u8bc1 UI \u903b\u8f91\u9636\u6bb5 2\uff1a\u540e\u7aef\u72ec\u7acb\u9a8c\u8bc1  \u540e\u7aef\u4ee3\u7801 \u2192 mvn clean compile \u2192 \u6784\u5efa\u901a\u8fc7 \u2192 \u90e8\u7f72\u5230\u6d4b\u8bd5\u73af\u5883\u9636\u6bb5 3\uff1a\u524d\u540e\u7aef\u8054\u8c03  \u524d\u7aef\u8fde\u63a5\u6d4b\u8bd5\u540e\u7aef\u63a5\u53e3 \u2192 \u7aef\u5230\u7aef\u9a8c\u8bc1<\/code><\/pre>\n<p>\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\uff1a\u524d\u540e\u4e24\u7aef\u7684\u95ee\u9898\u53ef\u4ee5\u63d0\u524d\u53d1\u73b0\u3001\u5206\u522b\u4fee\u590d\uff1b\u907f\u514d\u5728\u8054\u8c03\u9636\u6bb5\u624d\u66b4\u9732\uff1b\u8282\u7701\u5927\u91cf\u6392\u67e5\u65f6\u95f4\u3002<\/p>\n<h3>Mock \u6570\u636e\u7f16\u5199\u8981\u70b9<\/h3>\n<p>Mock \u6570\u636e\u8d28\u91cf\u76f4\u63a5\u51b3\u5b9a\u524d\u7aef\u81ea\u6d4b\u7684\u6709\u6548\u6027\uff0c\u6709\u4e09\u4e2a\u5173\u952e\u8981\u6c42\uff1a\u5b57\u6bb5\u540d\u548c\u5b57\u6bb5\u7c7b\u578b\u5fc5\u987b\u4e0e\u540e\u7aef SDD \u4e2d\u5b9a\u4e49\u7684\u5b8c\u5168\u4e00\u81f4\uff1b\u53c2\u8003\u5df2\u6709\u63a5\u53e3\u7684\u771f\u5b9e\u8fd4\u56de\u6570\u636e\u4f5c\u4e3a\u6a21\u677f\uff0c\u800c\u4e0d\u662f\u968f\u610f\u6784\u9020\uff1b\u8986\u76d6\u8fb9\u754c\u573a\u666f\uff08\u7a7a\u5217\u8868\u3001\u5355\u6761\u6570\u636e\u3001\u591a\u6761\u6570\u636e\u3001\u5404\u5b57\u6bb5\u6781\u503c\u5982\u7a7a\u5b57\u7b26\u4e32\u3001\u8d85\u957f\u5b57\u7b26\u4e32\u3001null \u503c\u7b49\uff09\u3002<\/p>\n<h3>\u540e\u7aef\u72ec\u7acb\u6784\u5efa\u9a8c\u8bc1<\/h3>\n<p>\u540e\u7aef\u4ee3\u7801\u4e0d\u9700\u8981\u5728\u672c\u5730\u5b8c\u6574\u542f\u52a8\u6574\u4e2a Java \u670d\u52a1\uff0c\u53ea\u9700\u7f16\u8bd1\u901a\u8fc7\u5373\u53ef\u9a8c\u8bc1\u5927\u90e8\u5206\u4ee3\u7801\u95ee\u9898\u3002<\/p>\n<pre><code># \u5207\u6362\u5230 Java 8 \u73af\u5883\uff08\u6839\u636e\u9879\u76ee\u5b9e\u9645 JDK \u7248\u672c\u8c03\u6574\uff09sdk use java 8# \u8fdb\u5165\u540e\u7aef\u9879\u76ee\u76ee\u5f55cd service-backend# \u7f16\u8bd1\u9a8c\u8bc1\uff08\u65e0\u9700\u672c\u5730\u542f\u52a8\u6574\u4e2a\u670d\u52a1\uff09mvn clean compile<\/code><\/pre>\n<p>\u7f16\u8bd1\u901a\u8fc7\u610f\u5473\u7740\uff1a\u8bed\u6cd5\u6b63\u786e\u3001\u4f9d\u8d56\u5173\u7cfb\u6b63\u786e\u3001\u7c7b\u578b\u517c\u5bb9\uff0c\u662f\u90e8\u7f72\u524d\u6700\u5feb\u901f\u7684\u9a8c\u8bc1\u624b\u6bb5\u3002<\/p>\n<h3>\u524d\u540e\u7aef\u8054\u8c03\u6b65\u9aa4<\/h3>\n<p>\u540e\u7aef\u4ee3\u7801\u63d0\u4ea4\u5e76\u90e8\u7f72\u5230\u6d4b\u8bd5\u73af\u5883\uff1b\u524d\u7aef\u672c\u5730\u5f00\u53d1\u670d\u52a1\u901a\u8fc7\u4ee3\u7406\u914d\u7f6e\uff0c\u5c06 API \u8bf7\u6c42\u6307\u5411\u6d4b\u8bd5\u540e\u7aef\u5730\u5740\uff1b\u524d\u7aef\u8bf7\u6c42\u643a\u5e26\u529f\u80fd\u8def\u7531\u6807\u8bc6\uff0c\u786e\u4fdd\u8bf7\u6c42\u8def\u7531\u5230\u5bf9\u5e94\u7684\u6d4b\u8bd5\u73af\u5883\uff08\u800c\u4e0d\u662f\u5176\u4ed6\u4eba\u7684\u73af\u5883\uff09\uff1b\u9010\u63a5\u53e3\u9a8c\u8bc1\uff0c\u91cd\u70b9\u5173\u6ce8\u5b57\u6bb5\u6620\u5c04\u3001\u72b6\u6001\u5904\u7406\u3001\u9519\u8bef\u573a\u666f\u3002<\/p>\n<h2>\u516d\u3001\u8b66\u60d5 SDD \u9677\u9631\uff1a\u6d4b\u8bd5\u5982\u4f55\u4ecb\u5165\u5168\u6808\u7814\u53d1<\/h2>\n<h3>SDD \u4e0d\u7b49\u4e8e\u9700\u6c42\u6587\u6863<\/h3>\n<p>\u8fd9\u662f AI \u5168\u6808\u5f00\u53d1\u4e2d\u6700\u5bb9\u6613\u88ab\u5ffd\u89c6\u7684\u95ee\u9898\u3002SDD \u63cf\u8ff0\u7684\u662f <strong>&#8220;\u6280\u672f\u4e0a\u600e\u4e48\u5b9e\u73b0&#8221;<\/strong> \uff0c\u800c\u4e0d\u662f <strong>&#8220;\u4e1a\u52a1\u4e0a\u6240\u6709\u7684\u884c\u4e3a&#8221;<\/strong> \u3002AI \u5728\u6a21\u4eff\u53c2\u8003\u4ee3\u7801\u751f\u6210\u65b0\u4ee3\u7801\u65f6\uff0c\u4f1a\u81ea\u52a8\u590d\u523b\u5f88\u591a<strong>\u9690\u6027\u529f\u80fd<\/strong>\u2014\u2014\u8fd9\u4e9b\u529f\u80fd\u5728\u53c2\u8003\u4ee3\u7801\u4e2d\u5b58\u5728\uff0cAI \u8ba4\u4e3a\u662f&#8221;\u7406\u6240\u5f53\u7136&#8221;\u7684\uff0c\u6240\u4ee5\u6ca1\u6709\u5199\u8fdb SDD \u6587\u6863\uff0c\u4f46\u5b9e\u9645\u4e0a\u5df2\u7ecf\u6084\u6084\u5b9e\u73b0\u4e86\u3002<\/p>\n<h3>\u9690\u6027\u529f\u80fd\u793a\u4f8b<\/h3>\n<p><strong>\u793a\u4f8b 1\uff1a\u53d8\u91cf\/\u8868\u5355\u6e05\u9664\uff08\u524d\u7aef\uff09<\/strong><\/p>\n<pre><code>\/\/ AI \u6a21\u4eff\u6b22\u8fce\u8bed\u5f39\u7a97\u751f\u6210\u7ed3\u675f\u8bed\u5f39\u7a97\u65f6\uff0c\u81ea\u52a8\u590d\u523b\u4e86&quot;\u5173\u95ed\u5f39\u7a97\u65f6\u6e05\u7a7a\u8868\u5355&quot;\u7684\u903b\u8f91const handleClose = () =&gt; {  form.resetFields();   \/\/ \u2190 \u9690\u6027\u529f\u80fd\uff1a\u5173\u95ed\u65f6\u6e05\u7a7a\u8868\u5355\u5b57\u6bb5  setContentList([]);   \/\/ \u2190 \u9690\u6027\u529f\u80fd\uff1a\u6e05\u7a7a\u5185\u5bb9\u5217\u8868\u72b6\u6001  setVisible(false);};<\/code><\/pre>\n<p><strong>\u793a\u4f8b 2\uff1a\u6570\u636e\u683c\u5f0f\u8f6c\u6362\uff08\u540e\u7aef\uff09<\/strong><\/p>\n<pre><code>\/\/ AI \u6a21\u4eff\u5df2\u6709\u63a5\u53e3\uff0c\u81ea\u52a8\u6dfb\u52a0\u4e86\u4e1a\u52a1\u903b\u8f91\u5224\u65adif (extendInfo.getIsPermanent()) {    extendInfo.setEffectiveDate(null);   \/\/ \u2190 \u9690\u6027\uff1a\u6c38\u4e45\u6709\u6548\u65f6\u81ea\u52a8\u6e05\u9664\u5f00\u59cb\u65e5\u671f    extendInfo.setExpirationDate(null);  \/\/ \u2190 \u9690\u6027\uff1a\u6c38\u4e45\u6709\u6548\u65f6\u81ea\u52a8\u6e05\u9664\u7ed3\u675f\u65e5\u671f}<\/code><\/pre>\n<p><strong>\u793a\u4f8b 3\uff1a\u9ed8\u8ba4\u503c\u8865\u9f50\uff08\u540e\u7aef\uff09<\/strong><\/p>\n<pre><code>\/\/ AI \u81ea\u52a8\u5b9e\u73b0\u4e86&quot;\u4f18\u5148\u7ea7\u81ea\u589e&quot;\u903b\u8f91\uff0cSDD \u6587\u6863\u4e2d\u672a\u63d0\u53caif (Objects.isNull(req.getSequence())) {    req.setSequence(getMaxSequence() + 1);  \/\/ \u2190 \u9690\u6027\uff1a\u65b0\u589e\u65f6\u4f18\u5148\u7ea7\u81ea\u52a8\u9012\u589e}<\/code><\/pre>\n<p>\u8fd9\u4e9b\u9690\u6027\u529f\u80fd\u53ef\u80fd\u6b63\u662f\u9700\u8981\u7684\uff0c\u4e5f\u53ef\u80fd\u5b8c\u5168\u4e0d\u7b26\u5408\u5f53\u524d\u9700\u6c42\u3002\u95ee\u9898\u5728\u4e8e\u4f60\u4e0d\u77e5\u9053\u5b83\u4eec\u7684\u5b58\u5728\u3002<\/p>\n<h3>\u6d4b\u8bd5\u4ecb\u5165\u5efa\u8bae<\/h3>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749466\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u7ed9\u6d4b\u8bd5\u540c\u5b66\u7684\u5b9e\u64cd\u5efa\u8bae\uff1a\u628a SDD \u6587\u6863\u5f53\u4f5c\u8d77\u70b9\uff0c\u800c\u4e0d\u662f\u7ec8\u70b9\u3002\u91cd\u70b9 Review AI 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\u5168\u6808\u5b66\u4e60\u6210\u672c\u9aa4\u964d<\/strong>\uff0c\u53ea\u9700\u638c\u63e1\u5165\u95e8\u7ea7\u522b\u524d\u540e\u7aef\u77e5\u8bc6\uff0c\u5373\u53ef\u4ecb\u5165\u7b80\u5355\u5168\u6808\u9700\u6c42\u5f00\u53d1\uff1b\u63d0\u9ad8\u4e1a\u52a1\u57df\u9700\u6c42\u541e\u5410\u7387\u3002<\/p>\n<h3>\u65b9\u6cd5\u8bba\u603b\u7ed3<\/h3>\n<p>\u672c\u6587\u4ecb\u7ecd\u7684\u5168\u6808 AI \u5f00\u53d1\u65b9\u6cd5\u8bba\uff0c\u6838\u5fc3\u53ef\u4ee5\u7528\u4e00\u5f20\u56fe\u6982\u62ec\uff1a<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047749467\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u672c\u6587\u57fa\u4e8e\u5b9e\u9645\u5168\u6808\u5f00\u53d1\u9879\u76ee\u7ecf\u9a8c\u6574\u7406\uff0c\u6240\u6709\u4ee3\u7801\u793a\u4f8b\u5df2\u8131\u654f\u5904\u7406\uff0c\u4f7f\u7528\u901a\u7528\u547d\u540d\u66ff\u4ee3\u4e1a\u52a1\u4e13\u6709\u540d\u8bcd\uff0c\u5982\u6709\u95ee\u9898\u6b22\u8fce\u4ea4\u6d41\u63a2\u8ba8\u3002<\/p>\n<h2>\u5f80\u671f\u56de\u987e<\/h2>\n<p>1.\u901a\u7528 AI Agent \u9a71\u52a8\u7f51\u5173\u8def\u7531\u5b89\u5168\u5ba1\u8ba1\u5b9e\u8df5\uff5c\u5f97\u7269\u6280\u672f<\/p>\n<p>2.AI\u9a71\u52a8\uff1a\u4ece\u8fd0\u8425\u884c\u4e3a\u5230\u81ea\u52a8\u5316\u7528\u4f8b\u7684\u667a\u80fd\u5316\u5b9e\u8df5\uff5c\u5f97\u7269\u6280\u672f <\/p>\n<p>3.\u751f\u6210\u5f0f\u53ec\u56de\u5728\u5f97\u7269\u7684\u843d\u5730\u6280\u672f\u5206\u4eab\u4e0e\u601d\u8003<\/p>\n<p>4.\u7acb\u6b63\u8bf7\u7ad9\u597d\uff1a\u4e00\u4e2a\u7ec4\u4ef6\u590d\u7528 Skill \u7684\u5de5\u7a0b\u5316\u5b9e\u8df5\uff5c\u5f97\u7269\u6280\u672f<\/p>\n<p>5.\u8d22\u52a1\u6570\u4ed3 Claude AI Coding \u5e94\u7528\u5b9e\u6218\uff5c\u5f97\u7269\u6280\u672f<\/p>\n<h2>\u6587 \/\u76d6\u4f26<\/h2>\n<p>\u5173\u6ce8\u5f97\u7269\u6280\u672f\uff0c\u6bcf\u5468\u66f4\u65b0\u6280\u672f\u5e72\u8d27<\/p>\n<p>\u8981\u662f\u89c9\u5f97\u6587\u7ae0\u5bf9\u4f60\u6709\u5e2e\u52a9\u7684\u8bdd\uff0c\u6b22\u8fce\u8bc4\u8bba\u8f6c\u53d1\u70b9\u8d5e\uff5e<\/p>\n<p>\u672a\u7ecf\u5f97\u7269\u6280\u672f\u8bb8\u53ef\u4e25\u7981\u8f6c\u8f7d\uff0c\u5426\u5219\u4f9d\u6cd5\u8ffd\u7a76\u6cd5\u5f8b\u8d23\u4efb\u3002<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000047749452\">https:\/\/segmentfault.com\/a\/1190000047749452<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u6838\u5fc3\u7406\u5ff5\uff1aHarness \u601d\u7ef4 \u2014 \u8ba9 AI \u6a21\u4eff\uff0c\u800c\u4e0d\u662f\u51ed\u7a7a\u521b\u9020 \u5168\u6808 AI \u5f00\u53d1\u6700\u5bb9\u6613\u8e29\u7684\u5751 \u5168\u6808 S [&hellip;]<\/p>\n","protected":false},"author":8,"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-10021357","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\/10021357","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\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10021357"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10021357\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10021357"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10021357"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10021357"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}