{"id":4147,"date":"2026-06-12T09:41:13","date_gmt":"2026-06-12T09:41:13","guid":{"rendered":"https:\/\/umaax.com\/loopengineeringshishenmeyiwenkandongaibaikezhishi\/"},"modified":"2026-06-12T09:41:13","modified_gmt":"2026-06-12T09:41:13","slug":"loopengineeringshishenmeyiwenkandongaibaikezhishi","status":"publish","type":"post","link":"https:\/\/umaax.com\/en\/loopengineeringshishenmeyiwenkandongaibaikezhishi\/","title":{"rendered":"Loop Engineering \u662f\u4ec0\u4e48\uff1f\u4e00\u6587\u770b\u61c2 \u2013 AI\u767e\u79d1\u77e5\u8bc6"},"content":{"rendered":"<p>Loop Engineering \u662f AI \u7f16\u7a0b\u65b0\u8303\u5f0f\uff0c\u662f\u8c37\u6b4c\u5de5\u7a0b\u5e08 Addy Osmani \u63a8\u51fa\u7684\u5de5\u7a0b\u65b9\u6cd5\u8bba\u3002Loop Engineering \u901a\u8fc7\u8bbe\u8ba1\u4e00\u5957\u81ea\u5faa\u73af\u7cfb\u7edf\uff0c\u8ba9\u7cfb\u7edf\u672c\u8eab\u53bb\u81ea\u52a8\u53d1\u73b0\u9700\u6c42\u3001\u5206\u6d3e\u4efb\u52a1\u3001\u68c0\u67e5\u6210\u679c\u3001\u8bb0\u5f55\u72b6\u6001\u5e76\u51b3\u5b9a\u4e0b\u4e00\u6b65\u884c\u52a8\uff0c\u5faa\u73af\u8c03\u7528 AI \u6a21\u578b\u76f4\u81f3\u76ee\u6807\u8fbe\u6210\u3002Loop Engineering \u88ab\u89c6\u4e3a\u7ee7 Prompt Engineering\u3001Context &#038; Harness Engineering\u4e4b\u540e\u7684\u201dAI \u7f16\u7a0b\u7b2c\u4e09\u6b21\u9769\u547d\u201d\uff0c\u5c06\u5f00\u53d1\u8005\u89d2\u8272\u4ece\u63d0\u793a\u8bcd\u5de5\u7a0b\u5e08\u5f7b\u5e95\u5347\u7ea7\u4e3aAI \u7cfb\u7edf\u67b6\u6784\u5e08\u3002<\/p>\n<h2>\u4ec0\u4e48\u662fLoop Engineering<\/h2>\n<p>Loop Engineering \u662f AI \u5de5\u7a0b\u65b0\u8303\u5f0f\uff0c\u6307\u56f4\u7ed5\u5927\u6a21\u578b\u6784\u5efa\u81ea\u4e3b\u5faa\u73af\u8fd0\u884c\u7cfb\u7edf\uff0c\u4f7f AI \u4ece\u5355\u6b21\u54cd\u5e94\u5de5\u5177\u5347\u7ea7\u4e3a\u957f\u671f\u81ea\u6cbb\u4ee3\u7406\u3002\u7c7b\u6bd4\u4f20\u7edf\u5de5\u7a0b\u5b66\u4e2d\u7684 PDCA \u5faa\u73af\uff0c\u6a21\u578b\u662f\u6267\u884c\u8005\uff0cLoop \u662f\u63a7\u5236\u4e2d\u67a2\uff0c\u8ba9 AI \u5728\u89c4\u5219\u6846\u67b6\u5185\u81ea\u52a8\u63a8\u8fdb\u590d\u6742\u5de5\u4f5c\u6d41\u3002Loop Engineering \u6838\u5fc3\u5728\u4e8e\u5f53\u6a21\u578b\u80fd\u529b\u8db3\u591f\u65f6\uff0c\u5faa\u73af\u8bbe\u8ba1\u6210\u4e3a\u51b3\u5b9a AI \u81ea\u4e3b\u6027\u4e0e\u53ef\u9760\u6027\u7684\u5173\u952e\u74f6\u9888\u3002<\/p>\n<h2>Loop Engineering\u7684\u5de5\u4f5c\u539f\u7406<\/h2>\n<ul>\n<li class=\"paragraph\"><strong>\u4e94\u9636\u6bb5\u5faa\u73af\u673a\u5236<\/strong>\uff1a\u9075\u5faa Discover\u2192 Plan\u2192\u2192 Verify\u2192 Iterate\u7684\u95ed\u73af\u3002\u81ea\u52a8\u5316\u4efb\u52a1\u89e6\u53d1\u540e\uff0c\u7cfb\u7edf\u8bfb\u53d6 CI \u5931\u8d25\u3001issue\u3001\u4ee3\u7801\u5ba1\u67e5\u7b49\u4fe1\u53f7\uff0c\u5206\u89e3\u76ee\u6807\u4e3a\u5177\u4f53\u6b65\u9aa4\uff0c\u6267\u884c\u4ee3\u7801\u7f16\u8f91\u4e0e\u5de5\u5177\u8c03\u7528\uff0c\u901a\u8fc7\u6d4b\u8bd5\u3001lint\u3001\u7c7b\u578b\u68c0\u67e5\u7b49\u5ba2\u89c2\u4fe1\u53f7\u9a8c\u8bc1\u7ed3\u679c\uff0c\u5931\u8d25\u5219\u81ea\u52a8\u4fee\u590d\u5e76\u91cd\u65b0\u5faa\u73af\uff0c\u6210\u529f\u5219\u8fdb\u5165\u4e0b\u4e00\u4efb\u52a1\u6216\u505c\u6b62\u3002<\/li>\n<li class=\"paragraph\"><strong>\u72b6\u6001\u5916\u7f6e\u54f2\u5b66<\/strong>\uff1a\u6240\u6709\u72b6\u6001\u5b58\u50a8\u5728\u5916\u90e8\u7cfb\u7edf\uff0c\u975e\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u6bcf\u6b21\u5faa\u73af\u8fed\u4ee3\u4ece\u4e00\u4e2a\u5168\u65b0\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u5f00\u59cb\uff0c\u57fa\u4e8e\u5b9e\u9645\u6301\u4e45\u5316\u5185\u5bb9\u5de5\u4f5c\uff0c\u5f7b\u5e95\u89e3\u51b3\u6a21\u578b\u9057\u5fd8\u3001\u4fe1\u606f\u6f02\u79fb\u4e0e\u4e0a\u4e0b\u6587\u538b\u7f29\u95ee\u9898\u3002<\/li>\n<li class=\"paragraph\"><strong>\u516d\u8981\u7d20\u6784\u5efa\u4f53\u7cfb<\/strong>\uff1a\u81ea\u52a8\u5316\u63d0\u4f9b\u5faa\u73af\u5fc3\u8df3\uff0c\u6309\u8ba1\u5212\u6216\u4e8b\u4ef6\u89e6\u53d1\uff1b\u5de5\u4f5c\u6811\u901a\u8fc7 git \u4e3a\u6bcf\u4e2a Agent \u521b\u5efa\u72ec\u7acb\u5de5\u4f5c\u76ee\u5f55\uff0c\u5b9e\u73b0\u5e76\u884c\u5f00\u53d1\u96f6\u51b2\u7a81\uff1b\u6280\u80fd\u901a\u8fc7 SKILL.md \u56fa\u5316\u9879\u76ee\u77e5\u8bc6\uff0c\u907f\u514d\u6bcf\u6b21\u51b7\u542f\u52a8\u91cd\u65b0\u63a8\u5bfc\uff1b\u8fde\u63a5\u5668\u57fa\u4e8e MCP \u534f\u8bae\u6253\u901a issue \u7cfb\u7edf\u3001Slack\u3001CI \u7b49\u771f\u5b9e\u5de5\u5177\u94fe\uff1b\u5b50\u667a\u80fd\u4f53\u5c06\u5199\u4ee3\u7801\u4e0e\u68c0\u67e5\u4ee3\u7801\u5206\u79bb\uff0c\u5f62\u6210\u5bf9\u6297\u9a8c\u8bc1\uff1b\u72b6\u6001\u6587\u4ef6\u8bb0\u5f55\u8fdb\u5ea6\uff0c\u652f\u6491\u65ad\u70b9\u7eed\u8dd1\u3002<\/li>\n<li class=\"paragraph\"><strong>\u56db\u5c42\u67b6\u6784\u652f\u6491<\/strong>\uff1aPrompt \u5c42\u89e3\u51b3\u600e\u4e48\u95ee\uff1bContext \u5c42\u89e3\u51b3\u8ba9 AI \u770b\u5230\u4ec0\u4e48\uff1bHarness \u5c42\u89e3\u51b3AI \u5728\u4ec0\u4e48\u73af\u5883\u91cc\u5de5\u4f5c\uff1bLoop \u5c42\u89e3\u51b3AI \u505a\u5b8c\u4e00\u6b65\u540e\u600e\u4e48\u529e\u3002<\/li>\n<li class=\"paragraph\"><strong>\u5bf9\u6297\u9a8c\u8bc1\u95ed\u73af<\/strong>\uff1a\u91c7\u7528\u89c4\u5212\u8005\u3001\u751f\u6210\u8005\u3001\u8bc4\u4f30\u8005\u201d\u4e09\u89d2\u5206\u5de5\uff0c\u5199\u4ee3\u7801\u7684 Agent \u4e0e\u72ec\u7acb\u9a8c\u8bc1 Agent \u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u6216\u6307\u4ee4\uff0c\u907f\u514d\u5355\u4e00 Agent \u81ea\u6211\u68c0\u67e5\u7684\u76f2\u533a\u3002<code class=\"segment-code-inline\" data-v-e8232542=\"\" data-v-b3358103=\"\">\/goal<\/code> \u673a\u5236\u7531\u72ec\u7acb\u5c0f\u6a21\u578b\u5224\u65ad\u505c\u6b62\u6761\u4ef6\u662f\u5426\u6ee1\u8db3\u3002<\/li>\n<\/ul>\n<div class=\"markdown-container\" data-v-b3358103=\"\" data-v-179029f3=\"\">\n<div class=\"markdown\" data-v-b3358103=\"\">\n<h2>Loop Engineering \u7684\u4e3b\u8981\u5e94\u7528<\/h2>\n<ul>\n<li class=\"paragraph\"><strong>AI \u8f85\u52a9\u8f6f\u4ef6\u5f00\u53d1\u81ea\u52a8\u5316<\/strong>\uff1a\u901a\u8fc7\u5b9a\u65f6\u5faa\u73af\u5904\u7406 CI \u5931\u8d25\u3001\u672a\u5173\u95ed issue\u3001\u4ee3\u7801\u5ba1\u67e5\u8bc4\u8bba\uff0c\u81ea\u52a8\u5206\u7c7b\u3001\u4fee\u590d\u5e76\u63d0\u4ea4 PR\uff0c\u5b9e\u73b0\u4ece\u95ee\u9898\u53d1\u73b0\u5230\u4ee3\u7801\u5408\u5e76\u7684\u5168\u6d41\u7a0b\u6258\u7ba1\uff0c\u5178\u578b\u5982 OpenAI \u5185\u90e8\u4f7f\u7528 Codex Automations \u5904\u7406\u65e5\u5e38\u8fd0\u7ef4\u3002<\/li>\n<li class=\"paragraph\"><strong>\u590d\u6742\u5de5\u4f5c\u6d41\u6258\u7ba1<\/strong>\uff1a\u8bbe\u5b9a\u53ef\u9a8c\u8bc1\u7684\u505c\u6b62\u6761\u4ef6\uff08\u5982\u201dtest\/auth \u6240\u6709\u6d4b\u8bd5\u901a\u8fc7\u4e14 lint \u5e72\u51c0\u201d\uff09\uff0c\u4f7f\u7528 <code class=\"segment-code-inline\" data-v-e8232542=\"\" data-v-b3358103=\"\">\/goal<\/code> \u547d\u4ee4\u8ba9\u7cfb\u7edf\u79bb\u7ebf\u81ea\u4e3b\u8fd0\u884c\uff0c\u6b21\u65e5\u4ece\u72b6\u6001\u6587\u4ef6\u65ad\u70b9\u7eed\u8dd1\uff0c\u9002\u7528\u4e8e\u957f\u65f6\u7f16\u8bd1\u3001\u5927\u89c4\u6a21\u91cd\u6784\u7b49\u4efb\u52a1\u3002<\/li>\n<li class=\"paragraph\"><strong>\u591a\u6a21\u5757\u5e76\u884c\u5f00\u53d1<\/strong>\uff1a\u901a\u8fc7 git worktree \u4e3a\u4e0d\u540c\u529f\u80fd\u521b\u5efa\u9694\u79bb\u5206\u652f\uff0c\u591a\u4e2a Agent \u540c\u65f6\u72ec\u7acb\u5f00\u53d1\u4e92\u4e0d\u5e72\u6270\uff0c\u5b8c\u6210\u540e\u5408\u5e76\u56de\u4e3b\u5206\u652f\uff0c\u6781\u5927\u63d0\u5347\u56e2\u961f\u541e\u5410\u3002<\/li>\n<li class=\"paragraph\"><strong>\u6027\u80fd\u56de\u5f52\u76d1\u63a7<\/strong>\uff1a\u6bcf 2 \u5c0f\u65f6\u81ea\u52a8\u8fd0\u884c\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\uff0c\u53d1\u73b0\u56de\u5f52\u5219\u81ea\u52a8\u5b9a\u4f4d\u95ee\u9898\u3001\u751f\u6210\u4fee\u590d\u65b9\u6848\u5e76\u901a\u77e5\u56e2\u961f\uff0c\u5c06\u53cd\u9988\u56de\u8def\u7f29\u77ed\u81f3\u7cfb\u7edf\u5185\u90e8\u3002<\/li>\n<li class=\"paragraph\"><strong>\u5185\u5bb9\u751f\u4ea7\u4e0e\u79d1\u7814\u5206\u6790<\/strong>\uff1a\u642d\u5efa\u4ece\u9009\u9898\u3001\u7d20\u6750\u6536\u96c6\u3001\u521d\u7a3f\u751f\u6210\u5230\u8d28\u91cf\u5ba1\u6838\u7684\u5b8c\u6574\u6d41\u6c34\u7ebf\uff0c\u901a\u8fc7\u89c4\u5219\u7ea6\u675f\u548c\u8bc4\u4f30\u673a\u5236\u786e\u4fdd\u8f93\u51fa\u98ce\u683c\u4e00\u81f4\uff0c\u6216\u8ba9 AI \u81ea\u4e3b\u5b8c\u6210\u5047\u8bbe\u751f\u6210\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u6570\u636e\u6e05\u6d17\u4e0e\u4ea4\u53c9\u9a8c\u8bc1\u3002<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<h2>Loop Engineering\u9762\u4e34\u7684\u6311\u6218<\/h2>\n<ul>\n<li class=\"paragraph\"><strong>\u9a8c\u8bc1\u8d23\u4efb\u4e0d\u53ef\u8f6c\u79fb<\/strong>\uff1a\u65e0\u4eba\u503c\u5b88\u7684\u5faa\u73af\u4e5f\u662f\u65e0\u4eba\u503c\u5b88\u5730\u72af\u9519\u3002\u505a\u5b8c\u4e86\u53ea\u662f\u58f0\u660e\u800c\u975e\u8bc1\u660e\uff0c\u9a8c\u8bc1\u8005\u5b50 Agent \u867d\u80fd\u63d0\u5347\u53ef\u4fe1\u5ea6\uff0c\u5173\u952e\u9519\u8bef\u4ecd\u53ef\u80fd\u6d41\u5165\u751f\u4ea7\u73af\u5883\uff0c\u6700\u7ec8\u9a8c\u6536\u8d23\u4efb\u4ecd\u5b8c\u5168\u5728\u4eba\u7c7b\u5de5\u7a0b\u5e08\u3002<\/li>\n<li class=\"paragraph\"><strong>\u7406\u89e3\u503a\u52a1\u52a0\u901f\u7d2f\u79ef<\/strong>\uff1a\u5faa\u73af\u8d8a\u5feb\u5730\u4ea7\u51fa\u5f00\u53d1\u8005\u672a\u4eb2\u624b\u7f16\u5199\u7684\u4ee3\u7801\uff0c\u4ee3\u7801\u5e93\u771f\u5b9e\u72b6\u6001\u4e0e\u5f00\u53d1\u8005\u5b9e\u9645\u7406\u89e3\u4e4b\u95f4\u7684\u9e3f\u6c9f\u5c31\u8d8a\u5927\u3002\u987a\u7545\u7684\u5faa\u73af\u53ea\u4f1a\u8ba9\u7406\u89e3\u503a\u52a1\u589e\u957f\u66f4\u5feb\uff0c\u9664\u975e\u5f00\u53d1\u8005\u6301\u7eed\u9605\u8bfb\u5faa\u73af\u4ea7\u51fa\u3002<\/li>\n<li class=\"paragraph\"><strong>\u8ba4\u77e5\u6295\u964d\u98ce\u9669<\/strong>\uff1a\u5faa\u73af\u81ea\u4e3b\u8fd0\u884c\u65f6\uff0c\u5f00\u53d1\u8005\u6781\u6613\u505c\u6b62\u72ec\u7acb\u5224\u65ad\uff0c\u7cfb\u7edf\u7ed9\u4ec0\u4e48\u5c31\u63a5\u53d7\u4ec0\u4e48\u3002\u8bbe\u8ba1\u5faa\u73af\u82e5\u7528\u4e8e\u9003\u907f\u601d\u8003\u800c\u975e\u63d0\u5347\u5224\u65ad\uff0c\u5c06\u6210\u4e3a\u80fd\u529b\u9000\u5316\u7684\u50ac\u5316\u5242\u3002<\/li>\n<li class=\"paragraph\"><strong>Token \u6210\u672c\u7ea6\u675f<\/strong>\uff1a\u5faa\u73af\u8fd0\u884c\u6d88\u8017\u5927\u91cf token\uff0c\u591a\u5b50 Agent \u5e76\u884c\u8fdb\u4e00\u6b65\u653e\u5927\u5f00\u9500\u3002\u6a21\u578b\u5382\u5546\u7684\u65e0\u9650 token \u65b9\u6848\u4e0e\u5f00\u53d1\u8005\u7684 Pro \u8ba1\u5212\u9650\u989d\u4e4b\u95f4\u5b58\u5728\u73b0\u5b9e\u843d\u5dee\uff0c\u5faa\u73af\u80fd\u63a8\u591a\u8fdc\u76f4\u63a5\u53d6\u51b3\u4e8e\u9884\u7b97\u3002<\/li>\n<li class=\"paragraph\">\n<div class=\"paragraph\"><strong>\u9a8c\u8bc1\u8d23\u4efb\u4e0d\u53ef\u8f6c\u79fb<\/strong>\uff1a\u65e0\u4eba\u503c\u5b88\u7684\u5faa\u73af\u4e5f\u662f\u65e0\u4eba\u503c\u5b88\u5730\u72af\u9519\u3002\u505a\u5b8c\u4e86\u53ea\u662f\u58f0\u660e\u800c\u975e\u8bc1\u660e\uff0c\u9a8c\u8bc1\u8005\u5b50 Agent \u867d\u80fd\u63d0\u5347\u53ef\u4fe1\u5ea6\uff0c\u4f46\u5173\u952e\u9519\u8bef\u4ecd\u53ef\u80fd\u6d41\u5165\u751f\u4ea7\u73af\u5883\uff0c\u6700\u7ec8\u9a8c\u6536\u8d23\u4efb\u4ecd\u5b8c\u5168\u5728\u4eba\u7c7b\u5de5\u7a0b\u5e08\u3002<\/div>\n<div class=\"paragraph\"><strong>\u7406\u89e3\u503a\u52a1\u52a0\u901f\u7d2f\u79ef<\/strong>\uff1a\u5faa\u73af\u8d8a\u5feb\u5730\u4ea7\u51fa\u5f00\u53d1\u8005\u672a\u4eb2\u624b\u7f16\u5199\u7684\u4ee3\u7801\uff0c\u4ee3\u7801\u5e93\u771f\u5b9e\u72b6\u6001\u4e0e\u5f00\u53d1\u8005\u5b9e\u9645\u7406\u89e3\u4e4b\u95f4\u7684\u9e3f\u6c9f\u5c31\u8d8a\u5927\u3002\u987a\u7545\u7684\u5faa\u73af\u53ea\u4f1a\u8ba9\u7406\u89e3\u503a\u52a1\u589e\u957f\u66f4\u5feb\uff0c\u9664\u975e\u5f00\u53d1\u8005\u6301\u7eed\u9605\u8bfb\u5faa\u73af\u4ea7\u51fa\u3002<\/div>\n<div class=\"paragraph\"><strong>\u8ba4\u77e5\u6295\u964d\u98ce\u9669<\/strong>\uff1a\u5faa\u73af\u81ea\u4e3b\u8fd0\u884c\u65f6\uff0c\u5f00\u53d1\u8005\u6781\u6613\u505c\u6b62\u72ec\u7acb\u5224\u65ad\uff0c\u7cfb\u7edf\u7ed9\u4ec0\u4e48\u5c31\u63a5\u53d7\u4ec0\u4e48\u3002\u8bbe\u8ba1\u5faa\u73af\u82e5\u7528\u4e8e\u9003\u907f\u601d\u8003\u800c\u975e\u63d0\u5347\u5224\u65ad\uff0c\u5c06\u6210\u4e3a\u80fd\u529b\u9000\u5316\u7684\u50ac\u5316\u5242\u3002<\/div>\n<div class=\"paragraph\"><strong>Token \u6210\u672c\u7ea6\u675f<\/strong>\uff1a\u5faa\u73af\u8fd0\u884c\u6d88\u8017\u5927\u91cf token\uff0c\u591a\u5b50 Agent \u5e76\u884c\u8fdb\u4e00\u6b65\u653e\u5927\u5f00\u9500\u3002\u6a21\u578b\u5382\u5546\u7684\u65e0\u9650 token \u65b9\u6848\u4e0e\u5f00\u53d1\u8005\u7684 Pro \u8ba1\u5212\u9650\u989d\u4e4b\u95f4\u5b58\u5728\u73b0\u5b9e\u843d\u5dee\uff0c\u5faa\u73af\u80fd\u63a8\u591a\u8fdc\u76f4\u63a5\u53d6\u51b3\u4e8e\u9884\u7b97\u3002<\/div>\n<div class=\"paragraph\"><strong>\u7cfb\u7edf\u8bbe\u8ba1\u80fd\u529b\u95e8\u69db<\/strong>\uff1aLoop Engineering \u6bd4 Prompt Engineering \u66f4\u96be\u975e\u66f4\u6613\u3002\u8981\u6c42\u5f00\u53d1\u8005\u5177\u5907\u7cfb\u7edf\u67b6\u6784\u601d\u7ef4\uff0c\u80fd\u8bbe\u8ba1\u53ef\u9760\u7684\u53cd\u9988\u673a\u5236\u3001\u505c\u6b62\u6761\u4ef6\u4e0e\u5f02\u5e38\u5904\u7406\uff0c\u5bf9\u89c4\u5219\u5236\u5b9a\u8005\u7684\u8981\u6c42\u8fdc\u9ad8\u4e8e\u5bf9\u8bdd\u8005\u3002<\/div>\n<\/li>\n<\/ul>\n<h2>Loop Engineering \u7684\u53d1\u5c55\u524d\u666f<\/h2>\n<ul>\n<li class=\"paragraph\"><strong>\u6210\u4e3a AI \u7f16\u7a0b\u6807\u51c6\u8303\u5f0f<\/strong>\uff1a\u968f\u7740 Codex App \u4e0e Claude Code \u5c06\u5faa\u73af\u516d\u8981\u7d20\u5168\u90e8\u5185\u7f6e\uff0c\u884c\u4e1a\u91cd\u5fc3\u6b63\u4ece\u8bad\u7ec3\u66f4\u597d\u6a21\u578b\u8f6c\u5411\u8bbe\u8ba1\u66f4\u597d\u5faa\u201d\u3002Loop Engineering \u6709\u671b\u6210\u4e3a AI 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