{"id":803426,"date":"2026-06-23T13:07:45","date_gmt":"2026-06-23T05:07:45","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=803426"},"modified":"2026-06-23T13:07:45","modified_gmt":"2026-06-23T05:07:45","slug":"loop-engineering-%e7%81%ab%e4%ba%86%ef%bc%9aai-agent-%e5%bc%80%e5%a7%8b%e8%87%aa%e5%b7%b1%e5%b9%b2%e6%b4%bb%ef%bc%8c%e5%85%ac%e5%8f%b8%e5%87%86%e5%a4%87%e5%a5%bd%e8%83%8c%e9%94%85%e4%ba%86%e5%90%97","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=803426","title":{"rendered":"Loop Engineering \u706b\u4e86\uff1aAI Agent \u5f00\u59cb\u81ea\u5df1\u5e72\u6d3b\uff0c\u516c\u53f8\u51c6\u5907\u597d\u80cc\u9505\u4e86\u5417\uff1f"},"content":{"rendered":"<blockquote>\n<p>\u6587 | wiwi<\/p>\n<\/blockquote>\n<p>AI \u5708\u53c8\u5f00\u59cb\u5236\u9020\u65b0\u540d\u8bcd\u4e86\u3002<\/p>\n<p>\u8fc7\u53bb\u534a\u4e2a\u6708\uff0c\u4e00\u4e2a\u53eb\u505a <span><strong>Loop Engineering<\/strong><\/span> \u7684\u6982\u5ff5\u7a81\u7136\u5728\u5f00\u53d1\u8005\u548c AI \u5708\u5c42\u4e2d\u6269\u6563\u3002\u76f4\u8bd1\u8fc7\u6765\uff0c\u5b83\u53ef\u4ee5\u53eb&ldquo;\u5faa\u73af\u5de5\u7a0b&rdquo;\u6216&ldquo;\u95ed\u73af\u5de5\u7a0b&rdquo;\uff0c\u4f46\u8fd9\u4e24\u4e2a\u4e2d\u6587\u8bcd\u90fd\u4e0d\u592a\u51c6\u786e\u3002\u56e0\u4e3a\u5b83\u771f\u6b63\u5f15\u53d1\u4e89\u8bae\u7684\u5730\u65b9\uff0c\u5e76\u4e0d\u662f\u63d0\u51fa\u4e86\u4e00\u5957\u5168\u65b0\u7684\u6280\u672f\u67b6\u6784\uff0c\u800c\u662f\u7528\u4e00\u4e2a\u65b0\u540d\u5b57\uff0c\u628a AI Coding \u53d1\u5c55\u5230\u4eca\u5929\u7684\u4e00\u4e2a\u6df1\u5c42\u77db\u76fe\u91cd\u65b0\u6446\u5230\u4e86\u53f0\u524d\uff1a<\/p>\n<p>AI \u5df2\u7ecf\u8ba9\u4e2a\u4eba\u5199\u4ee3\u7801\u66f4\u5feb\uff0c\u4f46\u8fd8\u6ca1\u6709\u771f\u6b63\u8ba9\u7ec4\u7ec7\u4ea4\u4ed8\u53d8\u5f97\u66f4\u7a33\u5b9a\u3002<\/p>\n<p>\u8fc7\u53bb\u4e24\u5e74\uff0cAI \u7f16\u7a0b\u5de5\u5177\u6700\u52a8\u4eba\u7684\u53d9\u4e8b\uff0c\u662f\u4e2a\u4eba\u6548\u7387\u7684\u8dc3\u8fc1\u3002Copilot \u5e2e\u4f60\u8865\u5168\u4ee3\u7801\uff0cCursor \u5e2e\u4f60\u7406\u89e3\u9879\u76ee\uff0cClaude Code \u5e2e\u4f60\u6539\u6587\u4ef6\uff0cCodex \u5e2e\u4f60\u5904\u7406\u4efb\u52a1\u3002\u4e00\u4e2a\u5f00\u53d1\u8005\u501f\u52a9 AI \u4e00\u5929\u5199\u51fa\u66f4\u591a\u4ee3\u7801\uff0c\u4e00\u4e2a\u5468\u672b\u505a\u51fa\u4e00\u4e2a\u4ea7\u54c1\uff0c\u4e00\u4e2a\u4eba\u5b8c\u6210\u8fc7\u53bb\u9700\u8981\u51e0\u4e2a\u4eba\u534f\u4f5c\u7684\u539f\u578b\uff0c\u8fd9\u4e9b\u6545\u4e8b\u8db3\u591f\u632f\u594b\uff0c\u4e5f\u8db3\u591f\u9002\u5408\u4f20\u64ad\u3002<\/p>\n<p>\u4f46\u5f53 AI Coding \u4ece\u4e2a\u4eba\u5de5\u4f5c\u53f0\u8fdb\u5165\u516c\u53f8\u7814\u53d1\u4f53\u7cfb\uff0c\u95ee\u9898\u5f88\u5feb\u53d8\u5f97\u590d\u6742\u3002<\/p>\n<p>\u4f01\u4e1a\u771f\u6b63\u5173\u5fc3\u7684\uff0c\u4e0d\u53ea\u662f\u4ee3\u7801\u751f\u6210\u901f\u5ea6\uff0c\u800c\u662f\u4ea4\u4ed8\u94fe\u8def\u662f\u5426\u53ef\u63a7\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%a3%8e%e9%99%a9\" title=\"View all posts in \u98ce\u9669\" target=\"_blank\" class=\"tag_link\">\u98ce\u9669<\/a>\u662f\u5426\u53ef\u8ffd\u6eaf\uff0c\u6743\u9650\u662f\u5426\u6e05\u6670\uff0c\u77e5\u8bc6\u662f\u5426\u6c89\u6dc0\uff0c\u6210\u672c\u662f\u5426\u53ef\u9884\u7b97\u3002\u4e00\u540d\u5de5\u7a0b\u5e08\u7528 AI \u63d0\u6548 30%\uff0c\u5e76\u4e0d\u5fc5\u7136\u610f\u5473\u7740\u6574\u4e2a\u56e2\u961f\u4ea4\u4ed8\u6548\u7387\u63d0\u5347 30%\u3002\u5f88\u591a\u65f6\u5019\uff0c\u66f4\u591a\u4ee3\u7801\u53cd\u800c\u5e26\u6765\u4e86\u66f4\u91cd\u7684 Review \u538b\u529b\uff0c\u66f4\u5feb\u7684\u539f\u578b\u53cd\u800c\u5236\u9020\u4e86\u66f4\u591a\u7ef4\u62a4\u6210\u672c\uff0c\u66f4\u5f3a\u7684 Agent \u53cd\u800c\u66b4\u9732\u4e86\u66f4\u6df7\u4e71\u7684\u6d41\u7a0b\u3002<\/p>\n<p>Loop Engineering \u6b63\u662f\u5728\u8fd9\u4e2a\u80cc\u666f\u4e0b\u88ab\u63a8\u5230\u53f0\u524d\u3002<\/p>\n<p>\u5b83\u770b\u4f3c\u662f\u5728\u8ba8\u8bba\u4e00\u79cd\u65b0\u7684 Agent \u4f7f\u7528\u65b9\u5f0f\uff0c\u5b9e\u8d28\u4e0a\u662f\u5728\u8ba8\u8bba\u4e00\u4e2a\u66f4\u5927\u7684\u95ee\u9898\uff1a\u5f53 Agent \u5df2\u7ecf\u5177\u5907\u6301\u7eed\u5faa\u73af\u6267\u884c\u4efb\u52a1\u7684\u80fd\u529b\u4e4b\u540e\uff0c\u7ec4\u7ec7\u662f\u5426\u6709\u80fd\u529b\u3001\u4e5f\u662f\u5426\u6709\u610f\u613f\uff0c\u91cd\u65b0\u8bbe\u8ba1\u81ea\u5df1\u7684\u751f\u4ea7\u6d41\u7a0b\u3002<\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/06\/809059d42d54bbe06086b6838edf1aff_1782189153.png?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/format\/jpg\/thumbnail\/1440x693\/gravity\/center\/crop\/!1440x693&ext=.png\" width=\"594\" height=\"286\" alt=\"Loop Engineering \u706b\u4e86\uff1aAI Agent \u5f00\u59cb\u81ea\u5df1\u5e72\u6d3b\uff0c\u516c\u53f8\u51c6\u5907\u597d\u80cc\u9505\u4e86\u5417\uff1f\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<h2><span><strong>\u5b83\u6ca1\u6709\u53d1\u660e&ldquo;\u5faa\u73af&rdquo;<\/strong><\/span><\/h2>\n<p>Loop Engineering \u7684\u5bfc\u706b\u7d22\uff0c\u662f OpenClaw \u521b\u59cb\u4eba Peter Steinberger \u7684\u4e00\u53e5\u5224\u65ad\uff1a\u4f60\u4e0d\u5e94\u8be5\u7ee7\u7eed\u7ed9\u7f16\u7801 Agent \u5199\u63d0\u793a\u8bcd\u4e86\uff0c\u4f60\u5e94\u8be5\u8bbe\u8ba1\u5faa\u73af\uff0c\u8ba9\u5faa\u73af\u53bb\u63d0\u793a\u4f60\u7684 Agent\u3002\u968f\u540e\uff0cGoogle Chrome \u56e2\u961f\u5de5\u7a0b\u9886\u8896 Addy Osmani \u5199\u4e0b\u300aLoop Engineering\u300b\uff0c\u8fdb\u4e00\u6b65\u5c06\u8fd9\u4e2a\u6982\u5ff5\u7cfb\u7edf\u5316\u3002\u4ed6\u5c06 Loop Engineering \u6982\u62ec\u4e3a\uff1a\u4e0d\u518d\u7531\u4eba\u6301\u7eed\u63d0\u793a Agent\uff0c\u800c\u662f\u8bbe\u8ba1\u4e00\u4e2a\u7cfb\u7edf\u66ff\u4eba\u53bb\u63d0\u793a Agent\u3002<\/p>\n<p>\u8fd9\u53e5\u8bdd\u4e4b\u6240\u4ee5\u5bb9\u6613\u4f20\u64ad\uff0c\u662f\u56e0\u4e3a\u5b83\u51e0\u4e4e\u662f\u5728\u5ba3\u5224 Prompt Engineering \u7684\u9000\u573a\u3002\u8fc7\u53bb\uff0c\u63d0\u793a\u8bcd\u662f\u4eba\u4e0e AI \u534f\u4f5c\u7684\u57fa\u672c\u754c\u9762\u3002\u7528\u6237\u63d0\u51fa\u9700\u6c42\uff0c\u6a21\u578b\u7ed9\u51fa\u7ed3\u679c\uff1b\u5f00\u53d1\u8005\u63cf\u8ff0\u95ee\u9898\uff0cAgent \u4fee\u6539\u4ee3\u7801\uff1b\u6d4b\u8bd5\u5931\u8d25\uff0c\u4eba\u518d\u628a\u62a5\u9519\u590d\u5236\u56de\u53bb\uff0c\u8ba9\u6a21\u578b\u7ee7\u7eed\u4fee\u3002\u63d0\u793a\u8bcd\u5728\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u91cc\uff0c\u88ab\u89c6\u4e3a AI \u5e94\u7528\u5c42\u6700\u91cd\u8981\u7684\u64cd\u4f5c\u6280\u80fd\u3002<\/p>\n<p>\u4f46\u8fd9\u79cd\u5de5\u4f5c\u65b9\u5f0f\u6709\u4e00\u4e2a\u5929\u7136\u4e0a\u9650\uff1a\u4eba\u5fc5\u987b\u4e00\u76f4\u5750\u5728\u9a7e\u9a76\u4f4d\u4e0a\u3002<\/p>\n<p>Agent \u6bcf\u524d\u8fdb\u4e00\u6b65\uff0c\u90fd\u9700\u8981\u4eba\u7ed9\u4e0b\u4e00\u6761\u6307\u4ee4\uff1b\u4e0a\u4e0b\u6587\u53d8\u5316\u4e86\uff0c\u9700\u8981\u4eba\u91cd\u65b0\u6574\u7406\uff1b\u6d4b\u8bd5\u5931\u8d25\u4e86\uff0c\u9700\u8981\u4eba\u5224\u65ad\u4e0b\u4e00\u6b65\uff1b\u4efb\u52a1\u8dd1\u504f\u4e86\uff0c\u9700\u8981\u4eba\u505c\u4e0b\u6765\u7ea0\u504f\u3002\u8868\u9762\u4e0a\u770b AI \u5728\u6267\u884c\uff0c\u5b9e\u9645\u4e0a\u771f\u6b63\u9a71\u52a8\u5de5\u4f5c\u6d41\u7684\u4ecd\u7136\u662f\u4eba\u3002<\/p>\n<p>Loop Engineering \u8bd5\u56fe\u6539\u53d8\u8fd9\u79cd\u5173\u7cfb\u3002\u5b83\u4e0d\u518d\u628a\u63d0\u793a\u8bcd\u89c6\u4e3a\u4e2d\u5fc3\uff0c\u800c\u662f\u628a\u63d0\u793a\u8bcd\u5d4c\u5165\u4e00\u5957\u6301\u7eed\u8fd0\u884c\u7684\u5916\u90e8\u7cfb\u7edf\uff1a\u4efb\u52a1\u5982\u4f55\u89e6\u53d1\uff0cAgent \u5982\u4f55\u83b7\u53d6\u4e0a\u4e0b\u6587\uff0c\u80fd\u8c03\u7528\u54ea\u4e9b\u5de5\u5177\uff0c\u5728\u54ea\u4e9b\u73af\u8282\u5fc5\u987b\u505c\u4e0b\u6765\uff0c\u5931\u8d25\u540e\u5982\u4f55\u6062\u590d\uff0c\u7ed3\u679c\u5982\u4f55\u9a8c\u6536\uff0c\u7ecf\u9a8c\u5982\u4f55\u6c89\u6dc0\u5230\u4e0b\u4e00\u6b21\u6267\u884c\u4e2d\u3002<\/p>\n<p>\u4f46\u8fd9\u91cc\u5fc5\u987b\u5148\u8bb2\u6e05\u695a\u4e00\u4e2a\u5bb9\u6613\u88ab\u8fc7\u5ea6\u5305\u88c5\u7684\u95ee\u9898\uff1aLoop Engineering \u5e76\u6ca1\u6709\u53d1\u660e&ldquo;\u5faa\u73af&rdquo;\u3002<\/p>\n<p>\u65e9\u5728 ReAct \u6846\u67b6\u91cc\uff0cAgent \u5c31\u5df2\u7ecf\u53ef\u4ee5\u901a\u8fc7&ldquo;\u63a8\u7406&mdash;\u884c\u52a8&mdash;\u89c2\u5bdf&rdquo;\u7684\u65b9\u5f0f\u4e0e\u5916\u90e8\u73af\u5883\u6301\u7eed\u4ea4\u4e92\u3002ReAct \u7684\u6838\u5fc3\u4e0d\u662f\u5355\u7eaf\u7684\u5185\u90e8\u63a8\u7406\uff0c\u800c\u662f\u8ba9\u6a21\u578b\u5728 reasoning traces \u4e0e task-specific actions \u4e4b\u95f4\u4ea4\u66ff\u8fd0\u884c\uff1bactions \u672c\u8eab\u5c31\u5141\u8bb8\u6a21\u578b\u8fde\u63a5\u5916\u90e8\u6765\u6e90\u6216\u73af\u5883\uff0c\u83b7\u53d6\u65b0\u7684\u4fe1\u606f\uff0c\u518d\u6839\u636e\u89c2\u5bdf\u7ed3\u679c\u7ee7\u7eed\u8c03\u6574\u4e0b\u4e00\u6b65\u884c\u52a8\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e00\u4e2a\u8bbe\u8ba1\u826f\u597d\u7684 ReAct Agent\uff0c\u672c\u6765\u5c31\u53ef\u4ee5\u8bfb\u53d6\u65e5\u5fd7\u3001\u8c03\u7528\u5de5\u5177\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u89c2\u5bdf\u5931\u8d25\u7ed3\u679c\uff0c\u5e76\u8fdb\u5165\u4e0b\u4e00\u8f6e\u4fee\u590d\u3002\u5b83\u5e76\u4e0d\u9700\u8981\u7b49\u5230 Loop Engineering \u8fd9\u4e2a\u65b0\u8bcd\u51fa\u73b0\uff0c\u624d\u5177\u5907&ldquo;\u6301\u7eed\u884c\u52a8&mdash;\u89c2\u5bdf&mdash;\u4fee\u6b63&rdquo;\u7684\u80fd\u529b\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5982\u679c\u628a Loop Engineering \u8bf4\u6210\u662f ReAct \u4e4b\u540e\u51fa\u73b0\u7684\u5168\u65b0\u5faa\u73af\u67b6\u6784\uff0c\u6280\u672f\u4e0a\u5e76\u4e0d\u4e25\u8c28\u3002\u5b83\u66f4\u50cf\u662f\u5bf9\u65e2\u6709 Agent \u80fd\u529b\u7684\u4e00\u6b21\u5de5\u7a0b\u5316\u3001\u4ea7\u54c1\u5316\u548c\u7ec4\u7ec7\u5316\u518d\u5305\u88c5\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u5b83\u5f15\u53d1\u4e89\u8bae\u7684\u6839\u672c\u539f\u56e0\uff1a\u4e00\u65b9\u9762\uff0c\u5b83\u786e\u5b9e\u50cf\u65e7\u6982\u5ff5\u6362\u76ae\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5b83\u53c8\u786e\u5b9e\u51fb\u4e2d\u4e86\u4e00\u4e2a\u65b0\u9636\u6bb5\u7684\u95ee\u9898\u3002<\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/06\/2d551eb3bd469654affa43e9bab3f250_1782189154.png?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/format\/jpg\/thumbnail\/1440x810\/gravity\/center\/crop\/!1440x810&ext=.png\" width=\"750\" height=\"422\" alt=\"Loop Engineering \u706b\u4e86\uff1aAI Agent \u5f00\u59cb\u81ea\u5df1\u5e72\u6d3b\uff0c\u516c\u53f8\u51c6\u5907\u597d\u80cc\u9505\u4e86\u5417\uff1f\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<p>Agent Reasoning Loop<\/p>\n<h2><span><strong>\u65b0\u610f\u4e0d\u5728\u6280\u672f\uff0c\u800c\u5728\u751f\u4ea7\u7ec4\u7ec7<\/strong><\/span><\/h2>\n<p>Loop Engineering \u771f\u6b63\u7684\u65b0\u610f\uff0c\u4e0d\u5728\u4e8e Agent \u4f1a\u4e0d\u4f1a\u5faa\u73af\uff0c\u800c\u5728\u4e8e\u8fd9\u4e2a\u5faa\u73af\u88ab\u653e\u8fdb\u4e86\u771f\u5b9e\u751f\u4ea7\u7cfb\u7edf\u4e4b\u540e\uff0c\u4f1a\u89e6\u53d1\u4e00\u7cfb\u5217\u8fc7\u53bb\u5355\u4e2a Agent \u6846\u67b6\u65e0\u6cd5\u72ec\u7acb\u56de\u7b54\u7684\u95ee\u9898\u3002<\/p>\n<p>\u4efb\u52a1\u7531\u8c01\u89e6\u53d1\uff1f\u6743\u9650\u7531\u8c01\u6388\u4e88\uff1f\u54ea\u4e9b\u7cfb\u7edf\u53ef\u4ee5\u8fde\u63a5\uff1f\u54ea\u4e9b\u52a8\u4f5c\u5fc5\u987b\u4eba\u5de5\u786e\u8ba4\uff1f\u4ec0\u4e48\u65f6\u5019\u505c\u6b62\uff1f\u5931\u8d25\u4ee5\u540e\u5982\u4f55\u56de\u6eda\uff1f\u7ed3\u679c\u7531\u8c01\u9a8c\u6536\uff1f\u4e8b\u6545\u7531\u8c01\u8d1f\u8d23\uff1f<\/p>\n<p>\u8fd9\u4e9b\u95ee\u9898\u4e0d\u5c5e\u4e8e\u67d0\u4e00\u4e2a Agent \u6846\u67b6\u7684\u5185\u90e8\u903b\u8f91\uff0c\u800c\u5c5e\u4e8e\u751f\u4ea7\u7ea7 Agent \u7cfb\u7edf\u7684\u5de5\u7a0b\u5316\u4e0e\u7ec4\u7ec7\u6cbb\u7406\u3002<\/p>\n<p>Addy Osmani \u5728\u6587\u7ae0\u4e2d\u5c06 Loop Engineering \u62c6\u6210\u4e86\u81ea\u52a8\u5316\u89e6\u53d1\u3001\u5de5\u4f5c\u533a\u9694\u79bb\u3001Skills\u3001\u8fde\u63a5\u5668\u3001\u5b50 Agent \u7b49\u7ec4\u4ef6\u3002\u5355\u72ec\u770b\u8fd9\u4e9b\u7ec4\u4ef6\uff0c\u4e5f\u90fd\u4e0d\u65b0\u3002\u81ea\u52a8\u5316\u89e6\u53d1\u50cf\u4e8b\u4ef6\u9a71\u52a8\u548c\u5de5\u4f5c\u6d41\uff0c\u5de5\u4f5c\u533a\u9694\u79bb\u50cf Git \u5206\u652f\u548c worktree\uff0cSkills \u50cf\u56e2\u961f\u89c4\u8303\u3001Runbook \u548c\u77e5\u8bc6\u5e93\uff0c\u8fde\u63a5\u5668\u50cf API \u96c6\u6210\u548c MCP\uff0c\u5b50 Agent \u50cf\u591a\u89d2\u8272\u534f\u4f5c\uff0c\u5916\u90e8\u8bb0\u5fc6\u50cf\u72b6\u6001\u673a\u3001\u65e5\u5fd7\u548c\u4e8b\u4ef6\u8bb0\u5f55\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u90a3\u4e9b\u5410\u69fd&ldquo;\u8fd9\u4e0d\u5c31\u662f\u51e0\u4e2a Agent \u52a0\u72b6\u6001\u673a\u5417&rdquo;\u7684\u4eba\uff0c\u5e76\u4e0d\u5b8c\u5168\u9519\u3002<\/p>\n<p>\u4f46<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%a7%91%e6%8a%80%e8%a1%8c%e4%b8%9a\" title=\"View all posts in \u79d1\u6280\u884c\u4e1a\" target=\"_blank\" class=\"tag_link\">\u79d1\u6280\u884c\u4e1a<\/a>\u7684\u65b0\u6982\u5ff5\u4e4b\u6240\u4ee5\u80fd\u591f\u4f20\u64ad\uff0c\u5f80\u5f80\u4e0d\u53d6\u51b3\u4e8e\u5b83\u5728\u6280\u672f\u4e0a\u6709\u591a\u539f\u521b\uff0c\u800c\u53d6\u51b3\u4e8e\u5b83\u662f\u5426\u51c6\u786e\u547d\u4e2d\u4e86\u67d0\u4e2a\u9636\u6bb5\u7684\u5171\u540c\u7126\u8651\u3002Loop Engineering \u7684\u4ef7\u503c\u5c31\u5728\u8fd9\u91cc\uff1a\u5b83\u628a\u8fc7\u53bb\u5206\u6563\u5728 DevOps\u3001\u81ea\u52a8\u5316\u3001Agent \u67b6\u6784\u3001\u77e5\u8bc6\u7ba1\u7406\u548c\u7ec4\u7ec7\u6d41\u7a0b\u4e2d\u7684\u5b9e\u8df5\uff0c\u91cd\u65b0\u653e\u5230\u4e86 AI Coding \u7684\u8bed\u5883\u4e0b\uff0c\u5e76\u7ed9\u51fa\u4e86\u4e00\u4e2a\u66f4\u5bb9\u6613\u4f20\u64ad\u7684\u6846\u67b6\u3002<\/p>\n<p>\u66f4\u51c6\u786e\u5730\u8bf4\uff0cLoop Engineering \u4e0d\u662f\u6280\u672f\u9769\u547d\uff0c\u800c\u662f\u4e00\u4e2a\u9636\u6bb5\u6027\u6807\u7b7e\u3002<\/p>\n<p>\u5b83\u6807\u8bb0\u7684\u662f AI Coding \u7684\u91cd\u5fc3\u6b63\u5728\u5916\u79fb\uff1a\u4ece&ldquo;\u6a21\u578b\u5982\u4f55\u56de\u7b54&rdquo;\u8f6c\u5411&ldquo;\u7cfb\u7edf\u5982\u4f55\u6301\u7eed\u9a71\u52a8\u6a21\u578b&rdquo;\uff1b\u4ece&ldquo;\u4e00\u4e2a Agent \u80fd\u5426\u5b8c\u6210\u4efb\u52a1&rdquo;\u8f6c\u5411&ldquo;\u4e00\u4e2a\u7ec4\u7ec7\u80fd\u5426\u627f\u53d7 Agent \u6301\u7eed\u5b8c\u6210\u4efb\u52a1&rdquo;\u3002<\/p>\n<p>\u8fd9\u624d\u662f\u5b83\u771f\u6b63\u503c\u5f97\u8ba8\u8bba\u7684\u5730\u65b9\u3002<\/p>\n<h2><span><strong>Bug \u4fee\u590d\u6848\u4f8b\u8bf4\u660e\u7684\u4e0d\u662f\u65b0\u6280\u672f\uff0c\u800c\u662f\u65b0\u51b2\u7a81<\/strong><\/span><\/h2>\n<p>\u4e00\u4e2a\u5178\u578b\u7684\u8f6f\u4ef6\u56e2\u961f\u573a\u666f\uff0c\u53ef\u4ee5\u8bf4\u660e Loop Engineering \u7684\u771f\u5b9e\u77db\u76fe\u3002<\/p>\n<p>\u5728\u4f20\u7edf\u7814\u53d1\u56e2\u961f\u91cc\uff0c\u4e00\u4e2a\u7ebf\u4e0a Bug \u5f80\u5f80\u662f\u8fd9\u6837\u6d41\u8f6c\u7684\uff1a\u5ba2\u670d\u5728\u7fa4\u91cc\u53cd\u9988\u7528\u6237\u6253\u4e0d\u5f00\u9875\u9762\uff0c\u6d4b\u8bd5\u5148\u5224\u65ad\u662f\u4e0d\u662f\u64cd\u4f5c\u95ee\u9898\uff0c\u4ea7\u54c1\u8865\u5145\u4e1a\u52a1\u80cc\u666f\uff0c\u7814\u53d1\u67e5\u65e5\u5fd7\u5e76\u5b9a\u4f4d\u4ee3\u7801\uff0c\u4fee\u590d\u540e\u4ea4\u7ed9\u6d4b\u8bd5\u9a8c\u8bc1\uff0c\u6700\u540e\u4e0a\u7ebf\u3002\u590d\u6742\u4e00\u70b9\u7684\u95ee\u9898\uff0c\u8fd8\u4f1a\u88ab\u8f6c\u6210\u5de5\u5355\uff0c\u8fdb\u5165\u6392\u671f\u3002<\/p>\n<p>\u8fd9\u6761\u94fe\u8def\u770b\u8d77\u6765\u666e\u901a\uff0c\u4f46\u91cc\u9762\u5305\u542b\u5927\u91cf\u9690\u6027\u5224\u65ad\u3002\u5b83\u662f\u4e0d\u662f Bug\uff1f\u5f71\u54cd\u8303\u56f4\u6709\u591a\u5927\uff1f\u662f\u5426\u6d89\u53ca\u652f\u4ed8\u3001\u8ba2\u5355\u3001\u8d26\u6237\u7b49\u9ad8\u98ce\u9669\u6a21\u5757\uff1f\u80fd\u4e0d\u80fd\u76f4\u63a5\u4fee\uff1f\u8c01\u6709\u6743\u9650\u4e0a\u7ebf\uff1f\u5931\u8d25\u4ee5\u540e\u8c01\u515c\u5e95\uff1f\u540c\u7c7b\u95ee\u9898\u4e4b\u524d\u6709\u6ca1\u6709\u53d1\u751f\u8fc7\uff1f<\/p>\n<p>\u8fc7\u53bb\uff0c\u8fd9\u4e9b\u5224\u65ad\u6563\u843d\u5728\u4eba\u7684\u7ecf\u9a8c\u91cc\u3002\u4e00\u4e2a\u8001\u7814\u53d1\u3001\u4e00\u4e2a\u719f\u6089\u4e1a\u52a1\u7684\u6d4b\u8bd5\u3001\u4e00\u4e2a\u53cd\u5e94\u5feb\u7684\u4ea7\u54c1\u7ecf\u7406\uff0c\u9760\u7ecf\u9a8c\u548c\u9ed8\u5951\u628a\u6d41\u7a0b\u8dd1\u8d77\u6765\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u5982\u679c\u5c06 Agent \u63a5\u5165\u8fd9\u6761\u94fe\u8def\uff0c\u4e8b\u60c5\u4f1a\u53d8\u6210\u53e6\u4e00\u79cd\u6837\u5b50\u3002\u5ba2\u670d\u7fa4\u51fa\u73b0&ldquo;\u652f\u4ed8\u5931\u8d25&rdquo;&ldquo;\u9875\u9762\u6253\u4e0d\u5f00&rdquo;&ldquo;\u6309\u94ae\u70b9\u4e0d\u52a8&rdquo;\u7b49\u5173\u952e\u8bcd\u540e\uff0cAgent \u81ea\u52a8\u76d1\u542c\u5e76\u521b\u5efa\u4efb\u52a1\uff1b\u5b83\u8fde\u63a5\u65e5\u5fd7\u7cfb\u7edf\u3001\u8ba2\u5355\u7cfb\u7edf\u3001\u4ee3\u7801\u4ed3\u5e93\u548c\u5de5\u5355\u7cfb\u7edf\uff0c\u6536\u96c6\u4e0a\u4e0b\u6587\u5e76\u5224\u65ad\u98ce\u9669\u7b49\u7ea7\uff1b\u4f4e\u98ce\u9669\u524d\u7aef Bug \u53ef\u4ee5\u5728\u72ec\u7acb\u5206\u652f\u91cc\u4fee\u590d\u3001\u8fd0\u884c\u6d4b\u8bd5\u5e76\u751f\u6210\u53d8\u66f4\u8bf4\u660e\uff1b\u6d89\u53ca\u652f\u4ed8\u3001\u6743\u9650\u3001\u6570\u636e\u5199\u5165\u7b49\u9ad8\u98ce\u9669\u6a21\u5757\uff0c\u5219\u81ea\u52a8\u505c\u6b62\u5e76\u8f6c\u4ea4\u4eba\u5de5\u786e\u8ba4\uff1b\u4e0a\u7ebf\u540e\uff0c\u5b83\u518d\u5c06\u5904\u7406\u7ed3\u679c\u540c\u6b65\u56de\u4e1a\u52a1\u4fa7\uff0c\u5e76\u628a\u7ecf\u9a8c\u6c89\u6dc0\u4e3a\u65b0\u7684\u89c4\u5219\u6216 Skill\u3002<\/p>\n<p>\u8fd9\u4e2a\u4f8b\u5b50\u7ecf\u5e38\u88ab\u7528\u6765\u8bf4\u660e Loop Engineering \u7684\u4ef7\u503c\u3002\u4f46\u66f4\u4e25\u683c\u5730\u8bf4\uff0c\u5b83\u5e76\u4e0d\u80fd\u8bc1\u660e Loop Engineering \u62e5\u6709 ReAct \u505a\u4e0d\u5230\u7684\u65b0\u80fd\u529b\u3002\u4e00\u4e2a\u8bbe\u8ba1\u826f\u597d\u7684 ReAct Agent\uff0c\u540c\u6837\u53ef\u4ee5\u8fde\u63a5\u65e5\u5fd7\u7cfb\u7edf\u3001\u4fee\u6539\u4ee3\u7801\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u89c2\u5bdf\u5931\u8d25\u7ed3\u679c\uff0c\u5e76\u8fdb\u5165\u4e0b\u4e00\u8f6e\u4fee\u590d\u3002<\/p>\n<p>\u771f\u6b63\u7684\u95ee\u9898\u4e0d\u5728\u4e8e\u5b83\u80fd\u4e0d\u80fd\u5faa\u73af\uff0c\u800c\u5728\u4e8e\u5f53\u8fd9\u4e2a\u5faa\u73af\u88ab\u63a5\u5165\u5ba2\u670d\u7fa4\u3001\u5de5\u5355\u7cfb\u7edf\u3001\u4ee3\u7801\u4ed3\u5e93\u548c\u4e0a\u7ebf\u6d41\u7a0b\u4e4b\u540e\uff0c\u7ec4\u7ec7\u662f\u5426\u5141\u8bb8\u5b83\u81ea\u52a8\u5224\u65ad\u3001\u81ea\u52a8\u63a8\u8fdb\u3001\u81ea\u52a8\u63d0\u4ea4\uff0c\u751a\u81f3\u81ea\u52a8\u6539\u53d8\u4ed6\u4eba\u7684\u5de5\u4f5c\u8fb9\u754c\u3002<\/p>\n<p>\u6280\u672f\u5faa\u73af\u4e0d\u662f\u96be\u70b9\uff0c\u7ec4\u7ec7\u6388\u6743\u624d\u662f\u96be\u70b9\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f Loop Engineering \u6700\u503c\u5f97\u8ba8\u8bba\u7684\u5730\u65b9\u3002\u5b83\u6ca1\u6709\u628a Agent \u53d8\u6210\u4e00\u4e2a\u5168\u65b0\u7684\u7269\u79cd\uff0c\u5374\u628a Agent \u7684\u6301\u7eed\u884c\u52a8\u80fd\u529b\uff0c\u63a8\u5230\u4e86\u7ec4\u7ec7\u6d41\u7a0b\u3001\u6743\u9650\u8fb9\u754c\u548c\u8d23\u4efb\u5206\u914d\u9762\u524d\u3002<\/p>\n<h2><span><strong>AI Coding \u7684\u7ea2\u5229\uff0c\u6b63\u5728\u4ece\u4e2a\u4eba\u63d0\u6548\u8fdb\u5165\u7ec4\u7ec7\u9002\u914d<\/strong><\/span><\/h2>\n<p>Loop Engineering \u4e4b\u6240\u4ee5\u4f1a\u5728\u8fd9\u4e2a\u65f6\u95f4\u70b9\u706b\u8d77\u6765\uff0c\u662f\u56e0\u4e3a AI Coding \u6b63\u5728\u4ece\u7b2c\u4e00\u9636\u6bb5\u8fdb\u5165\u7b2c\u4e8c\u9636\u6bb5\u3002<\/p>\n<p>\u7b2c\u4e00\u9636\u6bb5\u662f\u4e2a\u4eba\u63d0\u6548\u3002AI \u7f16\u7a0b\u5de5\u5177\u89e3\u51b3\u7684\u662f&ldquo;\u4e00\u4e2a\u5f00\u53d1\u8005\u80fd\u4e0d\u80fd\u66f4\u5feb\u5b8c\u6210\u4efb\u52a1&rdquo;\u3002\u8fd9\u4e2a\u9636\u6bb5\u7684\u5178\u578b\u573a\u666f\uff0c\u662f\u4ee3\u7801\u8865\u5168\u3001\u6587\u4ef6\u4fee\u6539\u3001\u5355\u70b9\u91cd\u6784\u3001\u6d4b\u8bd5\u751f\u6210\u3001\u9879\u76ee\u89e3\u91ca\u3002\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f\u6700\u5bb9\u6613\u4ece\u4e2d\u53d7\u76ca\uff0c\u56e0\u4e3a\u4ed6\u4eec\u7f3a\u4eba\u3001\u7f3a\u65f6\u95f4\u3001\u7f3a\u914d\u5957\u89d2\u8272\uff0cAI \u53ef\u4ee5\u8fc5\u901f\u8865\u8db3\u80fd\u529b\u7f3a\u53e3\u3002<\/p>\n<p>\u7b2c\u4e8c\u9636\u6bb5\u662f\u7ec4\u7ec7\u9002\u914d\u3002\u4f01\u4e1a\u771f\u6b63\u8981\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u4e0d\u662f\u67d0\u4e2a\u5de5\u7a0b\u5e08\u80fd\u5426\u66f4\u5feb\u5199\u4ee3\u7801\uff0c\u800c\u662f\u4e00\u4e2a\u7814\u53d1\u7ec4\u7ec7\u80fd\u5426\u5728\u5f15\u5165 AI \u540e\u4fdd\u6301\u7a33\u5b9a\u4ea4\u4ed8\u3002\u8fd9\u91cc\u7684\u5173\u952e\u8bcd\u4e0d\u518d\u662f\u4ee3\u7801\u901f\u5ea6\uff0c\u800c\u662f\u6d41\u7a0b\u63a7\u5236\u3001\u6743\u9650\u8fb9\u754c\u3001\u8d28\u91cf\u6807\u51c6\u3001\u77e5\u8bc6\u6c89\u6dc0\u548c\u6210\u672c\u6cbb\u7406\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u5f88\u591a\u56e2\u961f\u5728\u5f15\u5165 AI Coding \u540e\u9047\u5230\u7684\u5c34\u5c2c\uff1a\u4e2a\u4eba\u6548\u7387\u786e\u5b9e\u63d0\u9ad8\u4e86\uff0c\u4f46\u56e2\u961f\u6574\u4f53\u6548\u7387\u6ca1\u6709\u7b49\u6bd4\u63d0\u5347\u3002\u5f00\u53d1\u8005\u4ea7\u51fa\u7684\u4ee3\u7801\u66f4\u591a\u4e86\uff0cReview \u538b\u529b\u5374\u66f4\u5927\uff1b\u9700\u6c42\u63a8\u8fdb\u901f\u5ea6\u53d8\u5feb\u4e86\uff0c\u4e0a\u4e0b\u6587\u4e22\u5931\u4e5f\u66f4\u4e25\u91cd\uff1b\u539f\u578b\u8d8a\u6765\u8d8a\u591a\uff0c\u4f46\u771f\u6b63\u53ef\u7ef4\u62a4\u3001\u53ef\u4e0a\u7ebf\u3001\u53ef\u590d\u76d8\u7684\u4e1c\u897f\u5e76\u6ca1\u6709\u540c\u6b65\u589e\u52a0\u3002<\/p>\n<p>\u539f\u56e0\u5f88\u7b80\u5355\u3002\u8f6f\u4ef6\u7814\u53d1\u4ece\u6765\u4e0d\u662f\u4e00\u4e2a\u7eaf\u7cb9\u7684\u4ee3\u7801\u751f\u4ea7\u95ee\u9898\uff0c\u800c\u662f\u4e00\u4e2a\u7ec4\u7ec7\u534f\u4f5c\u95ee\u9898\u3002\u4ee3\u7801\u53ea\u662f\u7ed3\u679c\uff0c\u771f\u6b63\u51b3\u5b9a\u4ea4\u4ed8\u8d28\u91cf\u7684\u662f\u9700\u6c42\u5982\u4f55\u8fdb\u5165\u3001\u4efb\u52a1\u5982\u4f55\u62c6\u5206\u3001\u4e0a\u4e0b\u6587\u5982\u4f55\u4f20\u9012\u3001\u98ce\u9669\u5982\u4f55\u8bc6\u522b\u3001\u7ed3\u679c\u5982\u4f55\u9a8c\u6536\u3001\u95ee\u9898\u5982\u4f55\u590d\u76d8\u3002<\/p>\n<p>Loop Engineering \u7684\u706b\uff0c\u6070\u6070\u8bf4\u660e\u884c\u4e1a\u5df2\u7ecf\u610f\u8bc6\u5230\uff1a\u7ee7\u7eed\u8ba8\u8bba&ldquo;\u600e\u4e48\u5199 Prompt&rdquo;\u4e0d\u591f\u4e86\u3002\u56e2\u961f\u9700\u8981\u7684\u4e0d\u662f\u4e00\u4e2a\u66f4\u4f1a\u804a\u5929\u7684 AI \u52a9\u624b\uff0c\u800c\u662f\u4e00\u5957\u80fd\u628a Agent \u7eb3\u5165\u7814\u53d1\u79e9\u5e8f\u7684\u673a\u5236\u3002<\/p>\n<p>\u5b83\u770b\u4f3c\u662f\u6280\u672f\u6982\u5ff5\uff0c\u5b9e\u9645\u4e0a\u66f4\u50cf\u7ba1\u7406\u6982\u5ff5\u3002\u5b83\u8bf4\u7684\u4e0d\u662f&ldquo;\u8ba9\u6a21\u578b\u66f4\u806a\u660e&rdquo;\uff0c\u800c\u662f&ldquo;\u8ba9\u5de5\u4f5c\u6d41\u66f4\u53ef\u63a7&rdquo;\u3002<\/p>\n<h2><span><strong>\u6d41\u7a0b\u4e0d\u662f\u4e2d\u6027\u7684\uff0c\u80cc\u540e\u662f\u6743\u529b\u5206\u914d<\/strong><\/span><\/h2>\n<p>Loop Engineering \u7684\u4e50\u89c2\u53d9\u4e8b\uff0c\u662f\u628a\u9690\u6027\u6d41\u7a0b\u663e\u6027\u5316\uff0c\u628a\u4eba\u5de5\u515c\u5e95\u53d8\u6210\u7cfb\u7edf\u5faa\u73af\u3002\u8fd9\u542c\u8d77\u6765\u5f88\u5408\u7406\uff0c\u4e5f\u7b26\u5408\u6280\u672f\u884c\u4e1a\u4e00\u8d2f\u7684\u6548\u7387\u60f3\u8c61\u3002\u4f46\u5728\u771f\u5b9e\u7ec4\u7ec7\u4e2d\uff0c\u6d41\u7a0b\u4ece\u6765\u4e0d\u662f\u4e2d\u6027\u7684\u3002<\/p>\n<p>\u4e00\u4e2a\u5ba2\u670d Bug \u4ece\u7fa4\u91cc\u5192\u51fa\u6765\uff0c\u5230\u6700\u7ec8\u88ab\u4fee\u590d\u4e0a\u7ebf\uff0c\u8868\u9762\u4e0a\u662f\u4e00\u6761\u4fe1\u606f\u94fe\u8def\uff0c\u80cc\u540e\u5374\u662f\u4e00\u5957\u6743\u529b\u548c\u8d23\u4efb\u7684\u5206\u914d\u65b9\u5f0f\u3002\u8c01\u6709\u6743\u5224\u65ad\u8fd9\u662f Bug \u8fd8\u662f\u9700\u6c42\uff1f\u8c01\u51b3\u5b9a\u4f18\u5148\u7ea7\uff1f\u8c01\u80fd\u63a8\u52a8\u7814\u53d1\u63d2\u5355\uff1f\u8c01\u4e3a\u7ebf\u4e0a\u4e8b\u6545\u80cc\u9505\uff1f\u8c01\u5728\u65e5\u62a5\u91cc\u5448\u73b0\u81ea\u5df1\u7684\u5de5\u4f5c\u91cf\uff1f\u8fd9\u4e9b\u7ec6\u8282\u5171\u540c\u6784\u6210\u4e86\u7ec4\u7ec7\u8fd0\u884c\u7684\u771f\u5b9e\u79e9\u5e8f\u3002<\/p>\n<p>Loop Engineering \u89e6\u78b0\u7684\u6b63\u662f\u8fd9\u5957\u79e9\u5e8f\u3002<\/p>\n<p>\u5982\u679c\u4e00\u4e2a Agent \u53ef\u4ee5\u81ea\u52a8\u76d1\u542c\u5ba2\u670d\u7fa4\u3001\u5224\u65ad\u95ee\u9898\u7c7b\u578b\u3001\u521b\u5efa\u5de5\u5355\u3001\u5206\u914d\u4efb\u52a1\u3001\u4fee\u6539\u4ee3\u7801\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u751f\u6210 Review\uff0c\u518d\u628a\u7ed3\u679c\u540c\u6b65\u56de\u4e1a\u52a1\u4fa7\uff0c\u90a3\u4e48\u6d4b\u8bd5\u4e3b\u7ba1\u3001\u4e00\u7ebf\u7814\u53d1\u3001\u4ea7\u54c1\u7ecf\u7406\u3001\u9879\u76ee\u7ecf\u7406\u3001\u8fd0\u7ef4\u540c\u5b66\u7684\u6743\u8d23\u8fb9\u754c\u90fd\u4f1a\u88ab\u91cd\u65b0\u5207\u5206\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u7b80\u5355\u7684&ldquo;\u6548\u7387\u63d0\u5347&rdquo;\u3002<\/p>\n<p>\u5bf9\u90e8\u5206\u5c97\u4f4d\u6765\u8bf4\uff0cAgent \u5faa\u73af\u4e0d\u662f\u5de5\u5177\uff0c\u800c\u662f\u5bf9\u6d41\u7a0b\u63a7\u5236\u6743\u7684\u91cd\u65b0\u5206\u914d\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u95ee\u9898\u80fd\u4e0d\u80fd\u8fdb\u5165\u7814\u53d1\u6392\u671f\uff0c\u53ef\u80fd\u53d6\u51b3\u4e8e\u4ea7\u54c1\u7ecf\u7406\u7684\u5224\u65ad\uff1b\u4e00\u4e2a Bug \u662f\u5426\u4e25\u91cd\uff0c\u53ef\u80fd\u53d6\u51b3\u4e8e\u6d4b\u8bd5\u8d1f\u8d23\u4eba\u7684\u7ecf\u9a8c\uff1b\u4e00\u4e2a\u7ebf\u4e0a\u95ee\u9898\u8981\u4e0d\u8981\u5f53\u5929\u4fee\uff0c\u53ef\u80fd\u53d6\u51b3\u4e8e\u7814\u53d1\u8d1f\u8d23\u4eba\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%b5%84%e6%ba%90\" title=\"View all posts in \u8d44\u6e90\" target=\"_blank\" class=\"tag_link\">\u8d44\u6e90<\/a>\u534f\u8c03\u3002Loop \u4e00\u65e6\u628a\u8fd9\u4e9b\u5224\u65ad\u663e\u6027\u5316\u3001\u89c4\u5219\u5316\u3001\u81ea\u52a8\u5316\uff0c\u5c31\u7b49\u4e8e\u628a\u4e00\u90e8\u5206\u7070\u8272\u5730\u5e26\u4ece\u4eba\u7684\u624b\u91cc\u62ff\u8d70\u3002<\/p>\n<p>\u56e0\u6b64\uff0cLoop Engineering \u6700\u5927\u7684\u963b\u529b\u672a\u5fc5\u6765\u81ea\u6280\u672f\u90e8\u95e8\uff0c\u800c\u53ef\u80fd\u6765\u81ea\u7ec4\u7ec7\u5185\u90e8\u7684\u65e2\u5f97\u5229\u76ca\u3002<\/p>\n<p>\u5f88\u591a\u516c\u53f8\u5e76\u4e0d\u662f\u4e0d\u77e5\u9053\u6d41\u7a0b\u6df7\u4e71\uff0c\u800c\u662f\u4f9d\u8d56\u8fd9\u79cd\u6df7\u4e71\u7ef4\u6301\u6743\u529b\u5f39\u6027\u3002\u6a21\u7cca\u7684\u6d41\u7a0b\u53ef\u4ee5\u8ba9\u4eba\u4e34\u65f6\u63d2\u5355\uff0c\u53ef\u4ee5\u8ba9\u8d23\u4efb\u88ab\u8f6c\u79fb\uff0c\u53ef\u4ee5\u8ba9\u4e00\u4e9b\u5c97\u4f4d\u901a\u8fc7&ldquo;\u534f\u8c03&rdquo;&ldquo;\u63a8\u8fdb&rdquo;&ldquo;\u6c9f\u901a&rdquo;\u6765\u8bc1\u660e\u81ea\u8eab\u4ef7\u503c\u3002\u4e00\u65e6 Agent \u628a\u6d41\u7a0b\u5199\u6210\u660e\u786e\u7684\u89e6\u53d1\u6761\u4ef6\u3001\u68c0\u67e5\u70b9\u548c\u505c\u6b62\u89c4\u5219\uff0c\u5f88\u591a\u539f\u672c\u9760\u7ecf\u9a8c\u3001\u5173\u7cfb\u548c\u8bdd\u8bed\u6743\u7ef4\u7cfb\u7684\u7a7a\u95f4\u90fd\u4f1a\u88ab\u538b\u7f29\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48 Loop Engineering \u5728\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f\u91cc\u542c\u8d77\u6765\u5f88\u5174\u594b\uff0c\u5728\u5927\u7ec4\u7ec7\u91cc\u5374\u53ef\u80fd\u53d8\u5f97\u5f02\u5e38\u6c89\u91cd\u3002\u5c0f\u56e2\u961f\u7684\u95ee\u9898\u662f\u7f3a\u4eba\uff0c\u6240\u4ee5\u613f\u610f\u8ba9 Agent \u8865\u4f4d\uff1b\u5927\u7ec4\u7ec7\u7684\u95ee\u9898\u662f\u4eba\u592a\u591a\u3001\u8fb9\u754c\u592a\u590d\u6742\uff0c\u6240\u4ee5\u6bcf\u4e00\u6b21\u81ea\u52a8\u5316\u90fd\u4f1a\u7275\u52a8\u5c97\u4f4d\u6743\u529b\u3002<\/p>\n<p>AI \u8fdb\u5165\u7ec4\u7ec7\uff0c\u4ece\u6765\u4e0d\u662f\u7b80\u5355\u7684\u5de5\u5177\u5347\u7ea7\uff0c\u800c\u662f\u6743\u529b\u7ed3\u6784\u7684\u518d\u5206\u914d\u3002\u8c01\u5b9a\u4e49\u6d41\u7a0b\uff0c\u8c01\u5c31\u5b9a\u4e49\u5de5\u4f5c\u3002\u8c01\u5b9a\u4e49 Agent \u7684\u5faa\u73af\uff0c\u8c01\u5c31\u5f00\u59cb\u5b9a\u4e49\u7ec4\u7ec7\u672a\u6765\u7684\u751f\u4ea7\u79e9\u5e8f\u3002<\/p>\n<h2><span><strong>\u88ab\u4f4e\u4f30\u7684\u524d\u7f6e\u6210\u672c\uff1a\u6d41\u7a0b\u518d\u9020<\/strong><\/span><\/h2>\n<p>Loop Engineering \u5e38\u5e38\u88ab\u5305\u88c5\u6210\u4e00\u79cd\u8f7b\u5de7\u7684\u65b9\u6cd5\u8bba\uff1a\u8bbe\u8ba1\u4e00\u4e2a\u5faa\u73af\uff0c\u8ba9 Agent \u6301\u7eed\u5de5\u4f5c\u3002\u4f46\u771f\u6b63\u843d\u5230\u4f01\u4e1a\u91cc\uff0c\u5b83\u7684\u524d\u7f6e\u5de5\u7a0b\u8fdc\u6bd4\u60f3\u8c61\u4e2d\u590d\u6742\u3002<\/p>\n<p>\u8981\u8ba9 Agent \u81ea\u52a8\u5904\u7406\u5ba2\u670d Bug\uff0c\u7ec4\u7ec7\u9996\u5148\u8981\u56de\u7b54\u4e00\u7cfb\u5217\u57fa\u7840\u95ee\u9898\u3002\u5ba2\u670d\u53cd\u9988\u683c\u5f0f\u662f\u5426\u7edf\u4e00\uff0cBug \u5206\u7c7b\u6807\u51c6\u662f\u5426\u660e\u786e\uff0c\u65e5\u5fd7\u7cfb\u7edf\u80fd\u5426\u7a33\u5b9a\u8bbf\u95ee\uff0c\u4ee3\u7801\u4ed3\u5e93\u6743\u9650\u5982\u4f55\u63a7\u5236\uff0c\u6d4b\u8bd5\u7528\u4f8b\u662f\u5426\u8db3\u591f\u5b8c\u6574\uff0c\u54ea\u4e9b\u6a21\u5757\u5141\u8bb8\u81ea\u52a8\u4fee\u590d\uff0c\u54ea\u4e9b\u6539\u52a8\u5fc5\u987b\u4eba\u5de5\u786e\u8ba4\uff0c\u4e0a\u7ebf\u6d41\u7a0b\u662f\u5426\u652f\u6301\u7070\u5ea6\u548c\u56de\u6eda\uff0c\u4e8b\u6545\u8d23\u4efb\u5982\u4f55\u8ffd\u6eaf\uff0c\u6bcf\u4e00\u6b21\u5faa\u73af\u7684\u6210\u672c\u5982\u4f55\u7edf\u8ba1\u3002<\/p>\n<p>\u8fd9\u4e9b\u95ee\u9898\u5982\u679c\u6ca1\u6709\u7b54\u6848\uff0cAgent \u4e0d\u662f\u63d0\u6548\u5de5\u5177\uff0c\u800c\u662f\u628a\u539f\u672c\u6df7\u4e71\u7684\u6d41\u7a0b\u8dd1\u5f97\u66f4\u5feb\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\uff0cLoop Engineering \u7684\u6210\u529f\u524d\u63d0\u4e0d\u662f\u8d2d\u4e70\u4e00\u4e2a\u66f4\u5f3a\u7684 AI Coding \u5de5\u5177\uff0c\u800c\u662f\u5148\u5b8c\u6210\u4e00\u6b21\u9690\u6027\u7684\u4e1a\u52a1\u6d41\u7a0b\u518d\u9020\u3002\u5b83\u4e0d\u662f\u628a\u7eb8\u8d28\u6d41\u7a0b\u642c\u5230\u7ebf\u4e0a\uff0c\u4e5f\u4e0d\u662f\u7ed9\u6bcf\u4e2a\u73af\u8282\u52a0\u4e00\u4e2a AI \u52a9\u624b\uff0c\u800c\u662f\u91cd\u65b0\u5b9a\u4e49\u6d41\u7a0b\u672c\u8eab\uff1a\u54ea\u4e9b\u73af\u8282\u5e94\u8be5\u5b58\u5728\uff0c\u54ea\u4e9b\u51b3\u7b56\u53ef\u4ee5\u81ea\u52a8\u5316\uff0c\u54ea\u4e9b\u8282\u70b9\u5fc5\u987b\u4fdd\u7559\u4eba\u7c7b\u5224\u65ad\uff0c\u54ea\u4e9b\u8d23\u4efb\u5fc5\u987b\u91cd\u65b0\u5212\u5206\u3002<\/p>\n<p>\u8fd9\u4ef6\u4e8b\u7684\u6210\u672c\uff0c\u8fdc\u9ad8\u4e8e\u5f15\u5165\u4e00\u4e2a AI \u5de5\u5177\u3002<\/p>\n<p>\u5f88\u591a\u4f01\u4e1a\u60f3\u8c61\u4e2d\u7684 Loop Engineering\uff0c\u662f\u5728\u73b0\u6709\u6d41\u7a0b\u4e4b\u4e0a\u6302\u4e00\u4e2a Agent\uff0c\u8ba9\u5b83\u5e2e\u5fd9\u8dd1\u817f\u3002\u4f46\u771f\u5b9e\u60c5\u51b5\u5f80\u5f80\u662f\uff0cAgent \u4e00\u63a5\u5165\uff0c\u6d41\u7a0b\u91cc\u7684\u810f\u4e1c\u897f\u5c31\u5168\u90e8\u66b4\u9732\u51fa\u6765\uff1a\u547d\u540d\u4e0d\u7edf\u4e00\u3001\u63a5\u53e3\u4e0d\u7a33\u5b9a\u3001\u6743\u9650\u6df7\u4e71\u3001\u6587\u6863\u8fc7\u671f\u3001\u6d4b\u8bd5\u7f3a\u5931\u3001\u4e1a\u52a1\u89c4\u5219\u9760\u4eba\u8bb0\u3001\u4e0a\u7ebf\u89c4\u8303\u9760\u53e3\u5934\u4f20\u9012\u3002<\/p>\n<p>\u6b64\u65f6\uff0cLoop \u4e0d\u662f\u89e3\u51b3\u95ee\u9898\uff0c\u800c\u662f\u5728\u903c\u7ec4\u7ec7\u627f\u8ba4\uff1a\u8fc7\u53bb\u6240\u8c13\u7684\u6d41\u7a0b\uff0c\u5f88\u591a\u53ea\u662f\u719f\u4eba\u534f\u4f5c\u548c\u4eba\u5de5\u515c\u5e95\u3002<\/p>\n<p>\u8fd9\u4f1a\u5bfc\u81f4\u660e\u663e\u5206\u5316\u3002\u5bf9\u4e8e\u6d41\u7a0b\u5df2\u7ecf\u9ad8\u5ea6\u7ed3\u6784\u5316\u7684\u56e2\u961f\uff0cLoop Engineering \u53ef\u80fd\u6210\u4e3a\u6548\u7387\u653e\u5927\u5668\u3002\u4ee3\u7801\u4ed3\u5e93\u89c4\u8303\u6e05\u6670\u3001CI\/CD \u5b8c\u6574\u3001\u6d4b\u8bd5\u4f53\u7cfb\u6210\u719f\u3001\u5de5\u5355\u6d41\u8f6c\u7a33\u5b9a\u3001\u6743\u9650\u8fb9\u754c\u660e\u786e\u7684\u56e2\u961f\uff0c\u786e\u5b9e\u53ef\u4ee5\u8ba9 Agent \u63a5\u7ba1\u4e00\u90e8\u5206\u4f4e\u98ce\u9669\u3001\u91cd\u590d\u6027\u4efb\u52a1\u3002<\/p>\n<p>\u4f46\u5bf9\u4e8e\u6d41\u7a0b\u6cbb\u7406\u80fd\u529b\u8584\u5f31\u7684\u56e2\u961f\uff0c\u5b83\u53cd\u800c\u4f1a\u53d8\u6210\u6602\u8d35\u7684\u54a8\u8be2\u9879\u76ee\u3002\u4f60\u4ee5\u4e3a\u81ea\u5df1\u5728\u505a AI \u81ea\u52a8\u5316\uff0c\u6700\u540e\u53d1\u73b0\u771f\u6b63\u8981\u8865\u7684\u662f\u7ec4\u7ec7\u7ba1\u7406\u3001\u77e5\u8bc6\u5e93\u3001\u6743\u9650\u4f53\u7cfb\u3001\u8d28\u91cf\u6807\u51c6\u548c\u53d1\u5e03\u6d41\u7a0b\u3002<\/p>\n<p>Loop Engineering \u7684\u95e8\u69db\uff0c\u4e0d\u5728 Loop\uff0c\u800c\u5728 Engineering\u3002\u5b83\u8981\u6c42\u7ec4\u7ec7\u5177\u5907\u628a\u9690\u6027\u7ecf\u9a8c\u5199\u6210\u89c4\u5219\u3001\u628a\u6a21\u7cca\u8d23\u4efb\u5207\u6210\u8fb9\u754c\u3001\u628a\u4e34\u65f6\u534f\u4f5c\u53d8\u6210\u7cfb\u7edf\u6d41\u7a0b\u7684\u80fd\u529b\u3002\u800c\u8fd9\u6070\u6070\u662f\u591a\u6570\u516c\u53f8\u7684\u77ed\u677f\u3002<\/p>\n<h2><span><strong>\u6210\u672c\u548c\u98ce\u9669\uff0c\u4ece\u5355\u6b21\u8c03\u7528\u53d8\u6210\u6301\u7eed\u8fd0\u884c<\/strong><\/span><\/h2>\n<p>Loop Engineering \u8fd8\u6709\u4e00\u4e2a\u5bb9\u6613\u88ab\u4f4e\u4f30\u7684\u95ee\u9898\uff1a\u5f53 Agent \u4ece\u88ab\u52a8\u54cd\u5e94\u53d8\u6210\u6301\u7eed\u5faa\u73af\uff0cAI \u7684\u6210\u672c\u548c\u98ce\u9669\u4e5f\u4f1a\u540c\u6b65\u6539\u53d8\u3002<\/p>\n<p>Prompt \u65f6\u4ee3\uff0c\u4eba\u6bcf\u95ee\u4e00\u6b21\uff0c\u6a21\u578b\u56de\u7b54\u4e00\u6b21\u3002\u6210\u672c\u5927\u81f4\u53ef\u611f\u77e5\uff0c\u98ce\u9669\u4e5f\u76f8\u5bf9\u53ef\u63a7\u3002Loop 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\u6d88\u8017\uff0c\u7528\u6237\u9700\u8981\u8c28\u614e\u8bbe\u8ba1\u5faa\u73af\u548c\u6210\u672c\u7ed3\u6784\u3002<\/p>\n<p>\u4e00\u4e2a\u770b\u4f3c\u7b80\u5355\u7684\u4efb\u52a1\uff0c\u5982\u679c\u5728\u5faa\u73af\u4e2d\u53cd\u590d\u8bfb\u53d6\u4e0a\u4e0b\u6587\u3001\u8c03\u7528\u6a21\u578b\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u751f\u6210 diff\u3001\u518d\u8ba9\u5b50 Agent Review\uff0c\u6210\u672c\u53ef\u80fd\u8fc5\u901f\u81a8\u80c0\u3002\u5bf9\u5927\u516c\u53f8\u6765\u8bf4\uff0c\u8fd9\u53ef\u80fd\u53ea\u662f\u9884\u7b97\u95ee\u9898\uff1b\u5bf9\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u53ef\u80fd\u76f4\u63a5\u51b3\u5b9a\u4ea7\u54c1\u80fd\u4e0d\u80fd\u6d3b\u4e0b\u53bb\u3002<\/p>\n<p>\u66f4\u5927\u7684\u95ee\u9898\u662f\u8d23\u4efb\u3002<\/p>\n<p>\u5f53 Agent 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\u5e94\u8be5\u50cf\u4e00\u6761\u6709\u62a4\u680f\u7684\u81ea\u52a8\u5316\u4ea7\u7ebf\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u62ff\u7740 root \u6743\u9650\u5230\u5904\u4e71\u8dd1\u7684\u5b9e\u4e60\u751f\u3002<\/p>\n<p>\u5b83\u9700\u8981\u9884\u7b97\u4e0a\u9650\u3001\u6743\u9650\u5206\u7ea7\u3001\u4eba\u5de5\u786e\u8ba4\u70b9\u3001\u56de\u6eda\u673a\u5236\u3001\u5ba1\u8ba1\u65e5\u5fd7\u3001\u5f02\u5e38\u7194\u65ad\u548c\u660e\u786e\u7684\u505c\u6b62\u6761\u4ef6\u3002\u5426\u5219\uff0cLoop Engineering \u4e0d\u662f\u6548\u7387\u9769\u547d\uff0c\u800c\u662f\u4e8b\u6545\u653e\u5927\u5668\u3002<\/p>\n<h2><span><strong>\u65b0\u5c97\u4f4d\uff1aAI \u4ea7\u7ebf\u8bbe\u8ba1\u5e08<\/strong><\/span><\/h2>\n<p>\u5982\u679c Loop Engineering \u7ee7\u7eed\u53d1\u5c55\uff0c\u5b83\u771f\u6b63\u50ac\u751f\u7684\u65b0\u89d2\u8272\uff0c\u53ef\u80fd\u4e0d\u662f\u66f4\u4f1a\u5199 Prompt \u7684\u5de5\u7a0b\u5e08\uff0c\u4e5f\u4e0d\u662f\u5355\u7eaf\u7684 Agent \u4ea7\u54c1\u7ecf\u7406\uff0c\u800c\u662f\u4e00\u7c7b\u66f4\u63a5\u8fd1&ldquo;AI \u4ea7\u7ebf\u8bbe\u8ba1\u5e08&rdquo;\u7684\u5c97\u4f4d\u3002<\/p>\n<p>\u8fd9\u4e2a\u89d2\u8272\u7684\u6838\u5fc3\u5de5\u4f5c\uff0c\u4e0d\u662f\u4eb2\u624b\u5199\u6bcf\u4e00\u884c\u4ee3\u7801\uff0c\u800c\u662f\u8bbe\u8ba1\u4e00\u6761\u80fd\u8ba9 Agent \u7a33\u5b9a\u751f\u4ea7\u4ee3\u7801\u3001\u6587\u6863\u3001\u6d4b\u8bd5\u3001\u62a5\u544a\u548c\u8fd0\u8425\u52a8\u4f5c\u7684\u6570\u5b57\u6d41\u6c34\u7ebf\u3002<\/p>\n<p>\u5b83\u8981\u5b9a\u4e49\u6807\u51c6\u4f5c\u4e1a\u7a0b\u5e8f\uff0c\u51b3\u5b9a\u4ec0\u4e48\u4efb\u52a1\u53ef\u4ee5\u8fdb\u5165\u5faa\u73af\uff0c\u4ec0\u4e48\u4efb\u52a1\u5fc5\u987b\u62e6\u622a\uff1b\u8981\u8bbe\u8ba1\u68c0\u67e5\u70b9\uff0c\u89c4\u5b9a\u5728\u54ea\u4e00\u6b65\u8dd1\u6d4b\u8bd5\uff0c\u5728\u54ea\u4e00\u6b65\u505a Review\uff0c\u5728\u54ea\u4e00\u6b65\u9700\u8981\u4eba\u5de5\u786e\u8ba4\uff1b\u8981\u914d\u7f6e\u5f02\u5e38\u5904\u7406\uff0c\u51b3\u5b9a Agent 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