{"id":749114,"date":"2026-03-18T21:24:16","date_gmt":"2026-03-18T13:24:16","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=749114"},"modified":"2026-03-18T21:24:16","modified_gmt":"2026-03-18T13:24:16","slug":"openai%e5%af%b9%e8%af%9dopenclaw%ef%bc%9aai%e6%ad%a3%e5%9c%a8%e9%87%8d%e6%96%b0%e5%ae%9a%e4%b9%89%e5%bc%80%e5%8f%91%e8%80%85%ef%bc%8c%e4%bb%a5%e4%b8%80%e7%a7%8d%e7%8e%a9%e4%b9%90%e7%9a%84%e5%bf%83","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=749114","title":{"rendered":"OpenAI\u5bf9\u8bddOpenClaw\uff1aAI\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u5f00\u53d1\u8005\uff0c\u4ee5\u4e00\u79cd\u73a9\u4e50\u7684\u5fc3\u6001\u53bb\u9762\u5bf9AI"},"content":{"rendered":"<\/p>\n<p>\u56fe\u7247\u6765\u6e90\uff1aYouTube<\/p>\n<p><strong>Z Highlights\uff1a<\/strong><\/p>\n<p>\u8fd9\u548c\u201c\u6211\u53ea\u662f\u7528AI\u8f85\u52a9\u5199\u4ee3\u7801\u201d\u5b8c\u5168\u4e0d\u662f\u4e00\u4e2a\u5c42\u7ea7\u7684\u53d8\u5316\uff0c\u800c\u662f\u4e00\u79cd\u8dc3\u8fc1\u5f0f\u7684\u5347\u7ea7\u2014\u2014<strong>\u4ece\u589e\u5f3a\u4e2a\u4eba\u751f\u4ea7\u529b\uff0c\u53d8\u6210\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u7aef\u5230\u7aef\u6784\u5efa\u4e0e\u4ea4\u4ed8\u3002<\/strong><\/p>\n<p>\u4ece\u7b2c\u4e00\u6b21\u63a5\u89e6\u8fd9\u9879\u65b0\u6280\u672f\uff0c\u5230\u771f\u6b63\u53d8\u5f97\u9ad8\u6548\u4e4b\u95f4\u7684\u8fd9\u6bb5\u8fc7\u7a0b\u91cc\uff0c<strong>\u5f88\u591a\u4eba\u90fd\u4f1a\u5361\u5728\u8fd9\u91cc\u2014\u2014\u4e0d\u505c\u5730\u53bb\u201c\u8d85\u7ea7\u4f18\u5316\u201d\u81ea\u5df1\u7684\u73af\u5883\u3002\u4f46\u8fd9\u79cd\u4f18\u5316\u5f80\u5f80\u5e76\u4e0d\u4f1a\u771f\u6b63\u63d0\u5347\u751f\u4ea7\u529b\uff0c\u53ea\u662f\u8ba9\u4eba\u4ea7\u751f\u4e00\u79cd\u201c\u6211\u66f4\u9ad8\u6548\u4e86\u201d\u7684\u9519\u89c9<\/strong>\u3002<\/p>\n<p><strong>\u771f\u6b63\u9700\u8981\u4f18\u5316\u7684\uff0c\u5176\u5b9e\u662f\u6574\u4e2a\u4ee3\u7801\u5e93\uff0c\u8ba9\u5b83\u66f4\u9002\u5408\u534f\u4f5c\u3001\u66f4\u9002\u5408\u6301\u7eed\u6f14\u8fdb\u3002<\/strong>\u73b0\u5728\u4e5f\u662f\u4e00\u6837\u2014\u2014\u8981\u4f18\u5316\u7684\u662f\u4ee3\u7801\u57fa\u7840\uff0c\u4f7fagent\u80fd\u591f\u5728\u5176\u4e2d\u53d1\u6325\u6700\u4f73\u6548\u679c\u3002<\/p>\n<p><strong>\u4ee5\u4e00\u79cd\u73a9\u4e50\u7684\u65b9\u5f0f\u53bb\u63a5\u89e6\u5b83\u3002<\/strong>\u5982\u679c\u4f60\u81f3\u5c11\u6709\u4e00\u70b9\u52a8\u624b\u80fd\u529b\uff0c\u5c31\u53bb\u6784\u5efa\u4f60\u4e00\u76f4\u60f3\u505a\u7684\u4e1c\u897f\u2014\u2014\u8111\u6d77\u91cc\u603b\u6709\u4e00\u4e2a\u60f3\u505a\u7684\u9879\u76ee\uff0c\u5c31\u5c3d\u60c5\u73a9\u4e00\u73a9\u3002<\/p>\n<p>\u300aBuilders Unscripted\u300b\u662f<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u5b98\u65b9\u63a8\u51fa\u7684\u4e00\u6863\u805a\u7126\u9876\u5c16\u5f00\u53d1\u8005\u7684\u786c\u6838\u5bf9\u8c08\u8282\u76ee\u3002\u57282026\u5e742\u670825\u65e5\u9996\u671f\u8282\u76ee\u4e2d\uff0cPeter Steinberger\u56f4\u7ed5OpenClaw\u3001\u4ed6\u5728\u5f00\u6e90\u9886\u57df\u7684\u5386\u7a0b\uff0c\u4ee5\u53ca\u5982\u4f55\u501f\u52a9 Codex \u8fdb\u884c\u6784\u5efa\u5c55\u5f00\u4e86\u6df1\u5165\u89e3\u6790\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>Peter\uff0c\u6b22\u8fce\u6765\u5230OpenAI\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u611f\u8c22\u9080\u8bf7\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u8fd9\u4e9b\u5e74\u6765\u4e00\u76f4\u5728\u7ebf\u4e0a\u76f8\u8bc6\u76f8\u4f34\uff0c\u5982\u4eca\u7ec8\u4e8e\u6709\u673a\u4f1a\u5728Versa\u91cc\u6709\u66f4\u591a\u65f6\u95f4\u76f8\u5904\uff0c\u5185\u5fc3\u771f\u7684\u5f88\u5f00\u5fc3\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u540c\u611f\u3002\u4f60\u4eec\u7684\u529e\u516c\u5ba4\u771f\u7684\u5f88\u6f02\u4eae\u3002<\/p>\n<p><strong>\u793e\u533a\u70ed\u6f6e\uff1a\u4ece\u7ebf\u4e0a\u5230\u5168\u7403\u7ebf\u4e0b\u73b0\u8c61\u7ea7\u7206\u53d1<\/strong><\/p>\n<p><strong>Romain\uff1a<\/strong>\u8c22\u8c22\uff0c\u6700\u8fd1\u8fd9\u51e0\u5468\u771f\u662f\u5fd9\u5f97\u4e0d\u53ef\u5f00\u4ea4\u3002\u5176\u5b9e\u4e00\u4e2a\u6708\u524d\u5c31\u6709\u4e00\u8d77\u5f55\u89c6\u9891\u7684\u60f3\u6cd5\uff0c\u8981\u662f\u5f53\u65f6\u505a\u7684\u8bdd\uff0c\u53ef\u80fd\u8fd8\u5f97\u4e13\u95e8\u505a\u4e2a\u4ecb\u7ecd\u3002\u73b0\u5728\u770b\u6765\uff0c\u51e0\u4e4e\u90fd\u4e0d\u7528\u94fa\u57ab\u4e86\u3002\u5f00\u6e90\u9879\u76ee\u80fd\u767b\u4e0a\u300a<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%8d%8e%e5%b0%94%e8%a1%97\" title=\"View all posts in \u534e\u5c14\u8857\" target=\"_blank\" class=\"tag_link\">\u534e\u5c14\u8857<\/a>\u65e5\u62a5\u300b\u5e76\u4e0d\u591a\u89c1\uff0c\u53d6\u5f97\u8fd9\u6837\u7684\u6210\u7ee9\u786e\u5b9e\u503c\u5f97\u795d\u8d3a\u3002\u6b64\u523b\u7684\u611f\u53d7\u5982\u4f55\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6709\u70b9\u62b1\u6b49\uff0c\u611f\u89c9\u5404\u65b9\u9762\u90fd\u6709\u4e9b\u4fe1\u606f\u8fc7\u8f7d\u3002\u4e0d\u8fc7\u8bf4\u5b9e\u8bdd\uff0c\u4eca\u5e74\u4e00\u5f00\u59cb\u6298\u817eAI\u7684\u65f6\u5019\uff0c\u5176\u5b9e\u662f\u60f3\u6fc0\u52b1\u66f4\u591a\u4eba\u53c2\u4e0e\u8fdb\u6765\u3002\u73b0\u5728\u8d70\u5230\u8fd9\u4e00\u6b65\uff0c\u4eff\u4f5b\u8fbe\u5230\u4e86\u67d0\u79cd\u201c\u7ec8\u6781\u5f62\u6001\u201d\uff0c\u6240\u4ee5\u5185\u5fc3\u8fd8\u662f\u633a\u81ea\u8c6a\u7684\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u8fd9\u6bb5\u65f6\u95f4\u786e\u5b9e\u5f88\u7cbe\u5f69\u3002\u8fc7\u53bb\u4e00\u5468\u90fd\u5728\u65e7\u91d1\u5c71\uff0c\u53c2\u52a0\u4e86\u4e00\u4e9b\u6d3b\u52a8\uff0c\u6bd4\u5982Codex Hackathon\uff0c\u540c\u65f6\u4e5f\u4e3b\u529e\u4e86\u4e00\u4e2a\u4e13\u95e8\u56f4\u7ed5OpenClaw\u7684\u6d3b\u52a8\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u5176\u5b9e\u8fd9\u4ef6\u4e8b\u672c\u8eab\u4e5f\u662f\u7531\u793e\u533a\u63a8\u52a8\u7684\u3002\u5f53\u65f6\u6709\u4eba\u63d0\u8bae\u8bf4\u5e94\u8be5\u529e\u4e00\u6b21\u7ebf\u4e0b\u89c1\u9762\u4f1a\uff0c\u4e8e\u662f\u5c31\u5efa\u4e86\u4e00\u4e2aDiscord\u9891\u9053\u4e13\u95e8\u8ba8\u8bbameetup\u7684\u4e8b\u3002\u6ca1\u60f3\u5230\u540e\u6765\u6765\u5230\u73b0\u573a\uff0c\u7adf\u7136\u6709\u5c06\u8fd1\u4e00\u5343\u4eba\u5230\u573a\u3002\u90a3\u79cd\u521b\u9020\u529b\u771f\u7684\u8ba9\u4eba\u9707\u64bc\u2014\u2014\u73b0\u573a\u7684\u8bbe\u8ba1\u3001\u6c1b\u56f4\u3001\u8272\u5f69\uff0c\u8fd8\u6709\u5404\u79cd\u5404\u6837\u7684\u60f3\u6cd5\u4e0e\u9879\u76ee\uff0c\u80fd\u611f\u53d7\u5230\u65e0\u6570\u4eba\u6295\u5165\u5176\u4e2d\u3001\u6ee1\u6000\u70ed\u60c5\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u90a3\u4e00\u523b\u624d\u771f\u6b63\u610f\u8bc6\u5230\uff0c\u786e\u5b9e\u521b\u9020\u51fa\u4e86\u67d0\u79cd\u201c\u6709\u9b54\u529b\u201d\u7684\u4e1c\u897f\u3002\u51e0\u5468\u524d\u8fd9\u4e2a\u9879\u76ee\u8fd8\u4e0d\u5b58\u5728\uff0c\u5982\u4eca\u5374\u5df2\u7ecf\u6709\u6210\u5343\u4e0a\u4e07\u7684\u4eba\u5728\u4f7f\u7528\u3001\u5728\u652f\u6301\uff0c\u751a\u81f3\u4e13\u7a0b\u805a\u96c6\u5230\u65e7\u91d1\u5c71\u7ebf\u4e0b\u89c1\u9762\u2014\u2014\u8fd9\u79cd\u53d8\u5316\u672c\u8eab\u5c31\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u751a\u81f3\u4e0b\u5468\u5728\u7ef4\u4e5f\u7eb3\uff0c\u4e5f\u5df2\u7ecf\u6709\u8d85\u8fc7300\u4eba\u62a5\u540d\u53c2\u52a0\u3002\u76f8\u6bd4\u65e7\u91d1\u5c71\u90a3\u6837\u6210\u719f\u3001\u6d3b\u8dc3\u7684\u79d1\u6280\u5708\uff0c\u5f53\u5730\u7684tech scene\u89c4\u6a21\u8fdc\u6ca1\u6709\u90a3\u4e48\u5927\uff0c\u4f46\u4f9d\u7136\u80fd\u805a\u96c6\u8d77\u8fd9\u6837\u7684\u70ed\u5ea6\uff0c\u786e\u5b9e\u4ee4\u4eba\u60ca\u53f9\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u73b0\u5728\u5b83\u5df2\u7ecf\u8d70\u5411\u4e86\u5168\u7403\uff0c\u6210\u4e3a\u4e00\u79cd\u73b0\u8c61\u7ea7\u7684\u5b58\u5728\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u662f\u554a\uff0c\u4ee4\u4eba\u60ca\u53f9\u7684\u662f\uff0c\u5b83\u80fd\u591f\u89e6\u53ca\u4e0d\u540c\u7684\u5927\u9646\u3001\u4e0d\u540c\u7684\u6587\u5316\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u786e\u5b9e\u5982\u6b64\u3002\u90a3\u4e48\u8fd9\u51e0\u5929\u548c\u793e\u533a\u7684\u4ea4\u6d41\u6574\u4f53\u611f\u53d7\u5982\u4f55\uff1f\u8fd9\u6bb5\u65f6\u95f4\u82b1\u4e86\u4e0d\u5c11\u65f6\u95f4\u548c\u793e\u533a\u6210\u5458\u4e92\u52a8\uff0c\u4e5f\u548c\u4e00\u4e9b\u540e\u6765\u52a0\u5165\u9879\u76ee\u7684\u7ef4\u62a4\u8005\u6df1\u5165\u6c9f\u901a\u3002\u8fc7\u53bb\u8fd9\u4e00\u5468\u7684\u4f53\u9a8c\u600e\u4e48\u6837\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u8fd9\u6bb5\u7ecf\u5386\u786e\u5b9e\u5f88\u7279\u522b\u3002\u5f88\u591a\u4eba\u975e\u5e38\u559c\u6b22\u8fd9\u4e2a\u9879\u76ee\uff0c\u4e5f\u6709\u4e0d\u5c11\u4eba\u4e00\u4e0a\u6765\u5c31\u671f\u5f85\u770b\u5230\u4e00\u4e2a\u6210\u719f\u3001\u5b8c\u5584\u7684\u201c\u6700\u7ec8\u7248\u672c\u201d\u3002\u4f46\u5bf9\u6211\u6765\u8bf4\uff0c\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u91cc\uff0c\u5b83\u66f4\u50cf\u662f\u81ea\u5df1\u7684\u4e00\u4e2a\u5c0f\u578b\u8bd5\u9a8c\u573a\u3002\u8fd9\u4e00\u6574\u5e74\uff0c\u90fd\u5728\u4e0d\u65ad\u60ca\u53f9AI\u6240\u5c55\u73b0\u51fa\u7684\u5404\u79cd\u53ef\u80fd\u6027\u3002\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u53ef\u8c13\u662f\u201c\u751f\u9022\u5176\u65f6\u201d\u3002<\/p>\n<p><strong>\u5f00\u53d1\u8005\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%bb%84%e9%87%91\" title=\"View all posts in \u9ec4\u91d1\" target=\"_blank\" class=\"tag_link\">\u9ec4\u91d1<\/a>\u65f6\u4ee3\uff1aAI \u91cd\u6784\u5f00\u53d1\u4e0e\u8eab\u4efd\u5b9a\u4e49<\/strong><\/p>\n<p><strong>Romain\uff1a<\/strong>\u4f60\u89c9\u5f97\u5728\u8fd9\u4e2a\u65f6\u523b\u4f5c\u4e3a\u4e00\u4e2abuilder\u6700\u6709\u8da3\u7684\u5730\u65b9\u662f\u4ec0\u4e48\uff1f\u73b0\u5728\u786e\u5b9e\u662f\u4e00\u4e2a\u975e\u5e38\u7279\u522b\u7684\u65f6\u671f\u2014\u2014\u6574\u4e2a\u5de5\u5177\u94fe\u90fd\u5728\u53d1\u751f\u53d8\u5316\uff0c\u5bf9\u201c\u5f00\u53d1\u8005\u201d\u8eab\u4efd\u7684\u5b9a\u4e49\u4e5f\u5728\u4e0d\u65ad\u91cd\u5851\uff0c\u51e0\u4e4e\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u6784\u5efa\u4efb\u4f55\u4e1c\u897f\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u5f53\u6211\u5f00\u59cb\u73a9\u8fd9\u9879\u65b0\u6280\u672f\u65f6\uff0c\u6bcf\u6b21\u90fd\u6709\u4e00\u79cd\u591a\u5df4\u80fa\u98d9\u5347\u7684\u611f\u89c9\u3002\u90a3\u65f6\u6211\u7528Claude code\u8fdb\u884c\u5c1d\u8bd5\uff0c\u6bcf\u5f53\u5b83\u505a\u5bf9\u4e00\u70b9\u4e8b\u60c5\uff0c\u5927\u6982\u53ea\u670930%\u621640%\u7684\u6982\u7387\uff0c\u4f46\u5bf9\u6211\u6765\u8bf4\u7b80\u76f4\u4ee4\u4eba\u9707\u64bc\u2014\u2014\u6211\u7a81\u7136\u610f\u8bc6\u5230\uff0c\u73b0\u5728\u6211\u771f\u7684\u53ef\u4ee5\u6784\u5efa\u4efb\u4f55\u4e1c\u897f\u3002\u800c\u4e14\u901a\u5e38\u8f6f\u4ef6\u5f00\u53d1\u603b\u662f\u5f88\u8017\u65f6\u3001\u5f88\u590d\u6742\uff0c\u800c\u8f6f\u4ef6\u672c\u8eab\u4f9d\u7136\u5f88\u96be\u3002\u4f46\u73b0\u5728\uff0c\u5f00\u53d1\u901f\u5ea6\u5feb\u4e86\u592a\u591a\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u6211\u540c\u610f\u3002\u5982\u679c\u56de\u6eaf\u5230\u51e0\u5e74\u524d\uff0c\u5927\u6982\u662f2011\u62162012\u5e74\u5de6\u53f3\uff0c\u5f53\u65f6\u7b2c\u4e00\u6b21\u63a5\u89e6\u5230\u4f60\u505a\u7684\u5de5\u4f5c\uff0c\u662f\u4f60\u5f00\u53d1PSPDFKit\u7684\u65f6\u5019\u3002\u4ece\u5916\u90e8\u6765\u770b\uff0c\u8fd9\u4e2a\u7ecf\u5386\u5f88\u6709\u610f\u601d\u2014\u2014\u611f\u89c9\u5c31\u50cf\u5b9e\u73b0\u4e86\u6bcf\u4e2a\u5f00\u53d1\u8005\u7684\u68a6\u60f3\uff1a\u9047\u5230\u95ee\u9898\u3001\u63d0\u4f9b\u4e86\u51fa\u8272\u7684\u89e3\u51b3\u65b9\u6848\u3001\u56f4\u7ed5\u5b83\u5efa\u7acb\u4e86\u516c\u53f8\u3001\u5b9e\u73b0\u4e86\u89c4\u6a21\u5316\uff0c\u5e76\u6700\u7ec8\u51fa\u552e\u4e86\u5b83\u3002\u4f46\u6211\u76f8\u4fe1\uff0c\u8fd9\u6bb5\u65c5\u7a0b\u7edd\u4e0d\u53ef\u80fd\u50cf\u8868\u9762\u4e0a\u770b\u8d77\u6765\u90a3\u4e48\u8f7b\u677e\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6211\u7684\u610f\u601d\u662f\uff0c\u6211\u5e76\u4e0d\u662f\u67d0\u5929\u9192\u6765\u5c31\u51b3\u5b9a\u8981\u5f00\u53d1\u4e00\u4e2aPDF\u6846\u67b6\u2014\u2014\u8fd9\u5728\u6211\u7684\u5174\u8da3\u6e05\u5355\u4e0a\u51e0\u4e4e\u6392\u5728\u6700\u672b\u4f4d\u3002\u4e8b\u60c5\u66f4\u591a\u662f\u81ea\u7136\u800c\u7136\u53d1\u751f\u7684\uff0c\u5c31\u50cf\u4e00\u79cd\u5947\u602a\u7684\u8774\u8776\u6548\u5e94\uff1a\u4ece\u5728Nokia\u5f00\u53d1\u7684\u65e5\u5b50\u5f00\u59cb\uff0c\u5230\u8eab\u8fb9\u670b\u53cb\u6709\u9700\u6c42\uff0c\u518d\u5230<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%be%8e%e5%9b%bd\" title=\"View all posts in \u7f8e\u56fd\" target=\"_blank\" class=\"tag_link\">\u7f8e\u56fd<\/a>\u7b7e\u8bc1\u62d6\u5ef6\u8fc7\u4e45\uff0c\u8fd9\u4e00\u7cfb\u5217\u5076\u7136\u56e0\u7d20\u6700\u7ec8\u4fc3\u6210\u4e86\u6211\u521b\u529e\u516c\u53f8\u7684\u51b3\u5b9a\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u6211\u89c9\u5f97\u6709\u8da3\u7684\u662f\uff0c\u5728\u90a3\u5bb6\u516c\u53f8\u5efa\u7acb\u4e4b\u540e\uff0c\u4f60\u4f3c\u4e4e\u4f11\u606f\u4e86\u4e00\u6bb5\u65f6\u95f4\u3002\u90a3\u4e48\uff0c\u662f\u54ea\u4e9b\u56e0\u7d20\u4fc3\u4f7f\u4f60\u91cd\u65b0\u56de\u5230\u8fd9\u4e00\u9886\u57df\u7684\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6700\u7ec8\uff0c\u6211\u662f\u771f\u7684\u611f\u5230\u7cbe\u75b2\u529b\u5c3d\u3002\u8fde\u7eed\u9ad8\u5f3a\u5ea6\u5de5\u4f5c\u4e8613\u5e74\uff0c\u8fd0\u8425\u4e00\u5bb6\u516c\u53f8\u5f88\u96be\uff0c\u5f53\u521b\u59cb\u4eba\u66f4\u96be\u3002\u800c\u4e14\u8fd9\u662f\u6211\u7684\u7b2c\u4e00\u6b21<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e4%b8%9a\" title=\"View all posts in \u521b\u4e1a\" target=\"_blank\" class=\"tag_link\">\u521b\u4e1a<\/a>\uff0c\u6211\u5e76\u6ca1\u6709\u771f\u6b63\u638c\u63e1\u5982\u4f55\u7f13\u89e3\u8fd9\u4e9b\u538b\u529b\u7684\u65b9\u6cd5\uff0c\u6240\u4ee5\u6709\u4e00\u6bb5\u65f6\u95f4\u51e0\u4e4e\u5230\u4e86\u900f\u652f\u7684\u72b6\u6001\uff0c\u9700\u8981\u597d\u597d\u653e\u677e\u4e00\u4e0b\u3002<\/p>\n<p>\u5c3d\u7ba1\u5982\u6b64\uff0c\u6211\u8fd8\u662f\u5173\u6ce8\u7740\u79d1\u6280\u65b0\u95fb\u3002\u770b\u5230\u4e86GPT Engineer\uff08\u6216\u8005\u5f53\u65f6\u53eb<a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a>\u7684\u65e9\u671f\u7248\u672c\uff09\uff0c\u89c9\u5f97\u633a\u9177\u7684\uff0c\u4f46\u5e76\u6ca1\u6709\u7acb\u523b\u8ba9\u6211\u6fc0\u52a8\u3002\u56e0\u4e3a\u5fc5\u987b\u4eb2\u81ea\u4f53\u9a8c\u65b0\u6280\u672f\uff0c\u4ec5\u4ec5\u901a\u8fc7\u9605\u8bfb\u662f\u65e0\u6cd5\u771f\u6b63\u611f\u53d7\u5230\u5b83\u7684\u529b\u91cf\u7684\uff0c\u5c3d\u7ba1\u5f53\u65f6\u7684\u6280\u672f\u5e76\u6ca1\u6709\u7acb\u523b\u8ba9\u6211\u4ea7\u751f\u5171\u9e23\uff0c\u771f\u6b63\u8ba9\u6211\u52a8\u624b\u3002\u53ea\u6709\u5728\u6211\u51c6\u5907\u597d\u3001\u611f\u89c9\u5230\u201c\u597d\u5427\uff0c\u6211\u60f3\u518d\u6b21\u521b\u9020\u70b9\u4e1c\u897f\u201d\u7684\u65f6\u5019\uff0c\u5230\u90a3\u65f6\u6211\u4e5f\u4e0d\u60f3\u518d\u5728\u4f20\u7edf\u79d1\u6280\u9886\u57df\u6784\u5efa\u9879\u76ee\uff0c\u56e0\u4e3a\u6211\u5df2\u7ecf\u505a\u4e86\u5f88\u4e45\uff0c\u800c\u4e16\u754c\u4f3c\u4e4e\u4e5f\u7a0d\u5fae\u5f80\u524d\u8d70\u4e86\u4e00\u4e9b\u3002<\/p>\n<p>\u5f53\u65f6\u5f88\u591a\u4e1c\u897f\u8fd8\u9700\u8981\u88ab\u91cd\u65b0\u6784\u5efa\uff0c\u800c\u6211\u4e5f\u6070\u597d\u6709\u4e86\u56de\u5f52\u7684\u52a8\u529b\u548c\u5951\u673a\u3002<strong>\u4f46\u5f53\u4f60\u5728\u4e00\u4e2a\u9886\u57df\u5df2\u7ecf\u975e\u5e38\u4e13\u4e1a\uff0c\u7136\u540e\u8f6c\u5230\u53e6\u4e00\u4e2a\u9886\u57df\u65f6\uff0c\u90a3\u79cd\u96be\u5ea6\u771f\u662f\u65e0\u6cd5\u7528\u201c\u96be\u201d\u6765\u5f62\u5bb9\uff0c\u66f4\u50cf\u662f\u4e00\u79cd\u75db\u82e6\u3002<\/strong>\u4f60\u62e5\u6709\u6784\u5efa\u9879\u76ee\u7684\u5e7f\u6cdb\u77e5\u8bc6\uff0c\u4f46\u5982\u679c\u6ca1\u6709agentic engineering\u7684\u8f85\u52a9\uff0c\u8981\u771f\u6b63\u628a\u8fd9\u4e9b\u80fd\u529b\u8fc1\u79fb\u8fc7\u53bb\uff0c\u4ecd\u7136\u9700\u8981\u5b66\u4e60\u5f88\u591a\u4e1c\u897f\u3002\u6211\u5f53\u65f6\u60f3\uff0c\u201c\u4e0d\u5982\u5148\u770b\u770b\u8fd9AI\u7684\u4e1c\u897f\u5427\u3002\u201d\u771f\u6b63\u8ba9\u6211\u9707\u64bc\u7684\u65f6\u523b\u662f\uff0c\u6211\u62ff\u4e86\u4e00\u4e2a\u534a\u5b8c\u6210\u7684\u9879\u76ee\u53bb\u5c1d\u8bd5\u2014\u2014\u5176\u5b9e\u90a3\u4e2a\u9879\u76ee\u65e9\u5df2\u5728\u5b8c\u6210\u4e4b\u524d\u5c31\u56e0\u7cbe\u75b2\u529b\u5c3d\u800c\u6401\u7f6e\u4e86\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u5bf9\u6211\u4eec\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u5e38\u5e38\u662f\u8fd9\u6837\u7684\uff1a\u5927\u5bb6\u90fd\u559c\u6b22\u5192\u51fa\u65b0\u70b9\u5b50\u3001\u542f\u52a8\u65b0\u9879\u76ee\uff0c\u4f46\u771f\u6b63\u628a\u5b83\u4eec\u5b8c\u6210\u624d\u662f\u6700\u96be\u7684\u90e8\u5206\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6211\u7ecf\u5e38\u770b\u5230\u8fd9\u79cd\u60c5\u51b5\u2014\u2014\u5b8c\u6210\u4e00\u4e2a\u9879\u76ee\u771f\u7684\u5f88\u96be\uff0c\u6709\u65f6\u5019\u751a\u81f3\u4f1a\u5931\u8d25\u3002\u4f46\u8fd9\u4e2a\u9879\u76ee\u6211\u60f3\u7ee7\u7eed\u63a8\u8fdb\uff0c\u540c\u65f6\u4e5f\u60f3\u91cd\u5199\u5b83\u3002\u4e8e\u662f\u6211\u628a\u6574\u4e2a\u9879\u76ee\u6574\u7406\u6210\u4e00\u4e2a\u5de8\u5927\u7684Markdown\u6587\u4ef6\uff0c\u5927\u69821.5MB\uff0c\u628a\u6240\u6709\u6587\u4ef6\u90fd\u62d6\u8fdb\u5f53\u65f6\u7684Gemini Studio 2.5\uff0c\u7136\u540e\u8ba9\u6211\u751f\u6210\u4e00\u4e2aspec\uff0c\u6211\u628a\u751f\u6210\u7684\u51e0\u884c\u5185\u5bb9\u6574\u7406\u56de\u6765\uff0c\u518d\u62d6\u5230Cloud Code\u91cc\u53bb\u3002\u63a5\u7740\u6211\u6267\u884cbuild\uff0c\u5e76\u5728\u4e3b\u5c4f\u5e55\u4e0a\u505a\u5176\u4ed6\u64cd\u4f5c\uff0c\u800c\u65c1\u8fb9\u7684\u5c4f\u5e55\u5c31\u8fd9\u6837\u8dd1\u4e86\u597d\u51e0\u4e2a\u5c0f\u65f6\u3002<\/p>\n<p>\u90a3\u65f6\u5019\u60c5\u51b5\u8981\u56f0\u96be\u5f97\u591a\u3002\u6709\u4e00\u6b21\uff0c\u5b83\u544a\u8bc9\u6211\u201c\u5df2\u7ecf100%\u53ef\u4ee5\u6295\u5165\u751f\u4ea7\u201d\uff0c\u5927\u6982\u662f\u9ad8\u7ea7Claude 3.5 Opus\u4e4b\u7c7b\u7684\u7248\u672c\u3002\u6211\u8bd5\u4e86\u4e00\u4e0b\uff0c\u7ed3\u679c\u76f4\u63a5\u5d29\u6e83\u4e86\u3002\u4e8e\u662f\u6211\u63a5\u5165\u4e86Playwright\u2014\u2014\u90a3\u662f\u5c11\u6570\u6211\u771f\u6b63\u4f1a\u7528\u7684MCP\u4e4b\u4e00\u2014\u2014\u8ba9\u5b83\u53bb\u6784\u5efa\u767b\u5f55\u6d41\u7a0b\uff0c\u540c\u65f6\u6cbf\u9014\u68c0\u67e5\u64cd\u4f5c\u662f\u5426\u6b63\u786e\uff0c\u6bd4\u5982\u7528\u6765\u6d4b\u8bd5Twitter\u3002\u4e00\u4e2a\u5c0f\u65f6\u540e\uff0c\u5b83\u5c45\u7136\u771f\u7684\u6210\u529f\u4e86\uff0c\u8fd8\u5c55\u793a\u7ed9\u6211\u4e00\u4e9b\u6210\u679c\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u5f88\u591a\u4eba\u628aOpenClaw\u770b\u4f5c\u662f\u4f60\u7684\u4e00\u591c\u6210\u540d\uff0c\u4f46\u6211\u89c9\u5f97\u6700\u6709\u610f\u601d\u7684\u5730\u65b9\u5728\u4e8e\uff0c\u5b83\u5176\u5b9e\u662f\u8fc7\u53bb9\u523010\u4e2a\u6708\u4f60\u6240\u505a\u7684\u4f17\u591a\u9879\u76ee\u7684\u79ef\u7d2f\u3002\u5f53\u4f60\u770b\u770b\u4f60\u7684GitHub\u4e3b\u9875\uff0c\u4f1a\u53d1\u73b0\u4f60\u5df2\u7ecf\u6784\u5efa\u4e8640\u591a\u4e2a\u9879\u76ee\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u5176\u4e2d\u5927\u7ea6\u4e00\u534a\u7684\u9879\u76ee\u88ab\u76f4\u63a5\u5e94\u7528\u5728\u8fd9\u4e2a\u9879\u76ee\u91cc\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u6211\u89c9\u5f97\u5176\u4e2d\u5f88\u591a\uff0c\u4f60\u90fd\u628a\u5b83\u4eec\u6574\u5408\u8fdb\u4e86OpenClaw\u3002\u80fd\u4e0d\u80fd\u804a\u804a\u8fd9\u6bb5\u65c5\u7a0b\uff0c\u8bb2\u8bb2\u8fd9\u4e9b\u60f3\u6cd5\u548c\u9879\u76ee\u662f\u5982\u4f55\u6700\u7ec8\u6c47\u805a\u5230OpenClaw\u4e2d\u7684\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6211\u5e0c\u671b\u6211\u80fd\u8bf4\u4ece\u4e00\u5f00\u59cb\u5c31\u6709\u4e00\u4e2a\u7edf\u4e00\u7684\u8ba1\u5212\uff0c\u4f46\u5176\u5b9e\u5927\u90e8\u5206\u90fd\u662f\u63a2\u7d22\u6027\u7684\u3002\u6211\u5f53\u65f6\u60f3\u8981\u4e00\u4e9b\u529f\u80fd\u6216\u5de5\u5177\uff0c\u800c\u5b83\u4eec\u5e76\u4e0d\u5b58\u5728\uff0c\u4e8e\u662f\u6211\u5c31\u201c\u521b\u9020\u201d\u4e86\u5b83\u4eec\u2014\u2014\u6216\u8005\u8bf4\uff0c\u6211\u901a\u8fc7\u63d0\u793a\u8ba9\u5b83\u4eec\u51fa\u73b0\u3002\u4e3a\u4ec0\u4e48\uff1f\u5c31\u662f\u56e0\u4e3a\u6211\u60f3\u53bb\u6784\u5efa\u5b83\uff0c\u4e00\u6b65\u6b65\u6765\u3002\u6211\u5e0c\u671b\u6211\u7684agent\u80fd\u4e3a\u6211\u505a\u4e00\u4e9b\u4e8b\u60c5\uff0c\u4f46\u90a3\u65f6\u6211\u8fd8\u6ca1\u6709\u5b8c\u6574\u7684\u6574\u4f53\u613f\u666f\u3002\u6709\u8da3\u7684\u662f\uff0c\u4e8b\u60c5\u6700\u7ec8\u53c8\u56de\u5230\u4e86\u539f\u70b9\u3002\u6bd4\u5982\uff0c\u6211\u60f3\u8ba9\u5b83\u80fd\u67e5\u770b\u6211\u7684WhatsApp\uff0c\u4e8e\u662f\u6211\u5c31\u53bb\u5b9e\u73b0\u4e86\uff0c\u751a\u81f3\u8fd8\u6ce8\u518c\u4e86\u76f8\u5173\u7684\u57df\u540d\u3002<\/p>\n<p>\u6211\u505a\u4e86\u4e00\u4e2a\u539f\u578b\uff0c\u4f46\u5f53\u65f6\u5fc3\u60f3\uff0c\u53cd\u6b63\u5927\u516c\u53f8\u548c\u5927\u5b9e\u9a8c\u5ba4\u8fdf\u65e9\u4f1a\u53bb\u505a\u8fd9\u4e2a\uff0c\u6240\u4ee5\u6211\u5c31\u5148\u7b49\u7b49\u3002\u4e8e\u662f\u6211\u628a\u6ce8\u610f\u529b\u653e\u5728\u5176\u4ed6\u4e8b\u60c5\u4e0a\uff0c\u505a\u4e86\u5f88\u591a\u5b9e\u9a8c\u3002\u90a3\u6bb5\u65f6\u95f4\u7684\u76ee\u6807\u66f4\u591a\u662f\u4e3a\u4e86\u597d\u73a9\uff0c\u4e5f\u4e3a\u4e86\u6fc0\u52b1\u522b\u4eba\u3002\u5230\u4e86\u5341\u4e00\u6708\uff0c\u6211\u505a\u51fa\u4e86\u51e0\u4e2a\u7248\u672c\uff0c\u4f46\u90fd\u4e0d\u7b97\u7406\u60f3\u3002\u90a3\u65f6\u6211\u5c31\u60f3\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u6ca1\u6709\u5b9e\u9a8c\u5ba4\u505a\u51fa\u8fd9\u4e9b\u4e1c\u897f\uff1f\u4ed6\u4eec\u5230\u5e95\u5728\u5fd9\u4ec0\u4e48\uff1f\u4e8e\u662f\u6211\u5c31\u81ea\u5df1\u52a8\u624b\uff0c\u505a\u51fa\u4e86\u7b2c\u4e00\u4e2a\u7248\u672c\uff0c\u8fd9\u4e2a\u7248\u672c\u540e\u6765\u5c31\u6210\u4e3a\u4e86OpenClaw\u3002\u5f53\u65f6\u5df2\u7ecf\u5230\u4e86\u7b2c\u4e94\u4e2a\u7248\u672c\uff0c\u4f46\u6211\u81ea\u5df1\u4ecd\u7136\u6ca1\u6709\u5b8c\u5168\u88ab\u6253\u52a8\u3002\u90a3\u611f\u89c9\u662f\u2014\u2014\u633a\u9177\u7684\uff0c\u53ea\u82b1\u4e86\u5927\u7ea6\u4e00\u4e2a\u5c0f\u65f6\u5c31\u642d\u51fa\u4e86\u7b2c\u4e00\u4e2a\u539f\u578b\u3002\u4f60\u53ea\u9700\u901a\u8fc7\u63d0\u793a\uff0c\u5c31\u80fd\u8ba9\u5404\u79cd\u4e1c\u897f\u201c\u751f\u6210\u201d\u51fa\u6765\u3002<\/p>\n<p>\u771f\u6b63\u6253\u52a8\u6211\u662f\u5728\u8fd9\u4e2a\u5468\u672b\u53bb\u9a6c\u62c9\u5580\u4ec0\u65c5\u884c\u65f6\u3002\u6211\u53d1\u73b0\u81ea\u5df1\u7528\u5b83\u7684\u9891\u7387\u5927\u5927\u589e\u52a0\uff0c\u56e0\u4e3a\u5b83\u592a\u65b9\u4fbf\u4e86\u3002\u4f60\u77e5\u9053\uff0c\u5f53\u5730\u7f51\u7edc\u5e76\u4e0d\u7a33\u5b9a\uff0c\u800cWhatsApp\u65e0\u8bba\u5728\u54ea\u91cc\u90fd\u80fd\u7528\uff0c\u8fd9\u79cd\u4fbf\u5229\u6027\u8ba9\u6211\u5bf9\u5b83\u5370\u8c61\u6df1\u523b\u3002\u6211\u7528\u5b83\u505a\u4e86\u5f88\u591a\u4e8b\u60c5\uff0c\u6bd4\u5982\u7ffb\u8bd1\u56fe\u7247\u3001\u5e2e\u6211\u627e\u9910\u5385\uff0c\u751a\u81f3\u8fd8\u80fd\u67e5\u7535\u8111\u4e0a\u7684\u8d44\u6599\uff0c\u611f\u89c9\u7279\u522b\u9177\u3002\u6211\u7ed9\u670b\u53cb\u4eec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Agent\u81ea\u4e3b\u89e3\u51b3\u672a\u9884\u8bbe\u590d\u6742\u95ee\u9898<\/strong><\/p>\n<p><strong>Romain\uff1a<\/strong>\u8ddf\u6211\u591a\u8bb2\u8bb2\u8fd9\u4e2a\u6545\u4e8b\u5427\uff0c\u6211\u8bb0\u5f97\u6211\u4eec\u524d\u51e0\u5929\u804a\u8fc7\u8fd9\u4e2a\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u8fd9\u771f\u7684\u5f88\u4ee4\u4eba\u7740\u8ff7\uff0c\u5b83\u8ba9\u6211\u770b\u5230\u4e86\u8fd9\u4e9b\u6a21\u578b\u5728\u89e3\u51b3\u95ee\u9898\u4e0a\u7684\u5f3a\u5927\u80fd\u529b\u3002\u6211\u4eec\u5f00\u53d1\u8fd9\u4e9b\u5de5\u5177\u662f\u4e3a\u4e86agentic engineering\uff0c\u4f46\u771f\u6b63\u7684\u6838\u5fc3\u6280\u80fd\u5176\u5b9e\u66f4\u62bd\u8c61\uff1a\u5982\u679c\u4f60\u60f3\u6210\u4e3a\u4e00\u540d\u4f18\u79c0\u7684\u7a0b\u5e8f\u5458\uff0c\u4f60\u5fc5\u987b\u9996\u5148\u662f\u4e00\u4e2a\u51fa\u8272\u7684\u95ee\u9898\u89e3\u51b3\u8005\u3002\u800c\u8fd9\u79cd\u80fd\u529b\u5b9e\u9645\u4e0a\u53ef\u4ee5\u6620\u5c04\u5230\u4efb\u4f55\u9886\u57df\u3002<\/p>\n<p>\u6211\u53d1\u9001\u4e86\u8fd9\u6761\u8bed\u97f3\u6d88\u606f\uff0c\u5c4f\u5e55\u4e0a\u51fa\u73b0\u4e86\u6253\u5b57\u6307\u793a\u5668\uff0c\u6211\u5fc3\u91cc\u975e\u5e38\u597d\u5947\u63a5\u4e0b\u6765\u4f1a\u53d1\u751f\u4ec0\u4e48\u2014\u2014\u6211\u81ea\u5df1\u6ca1\u5199\u8fc7\u8fd9\u90e8\u5206\u4ee3\u7801\uff0c\u6309\u7406\u8bf4\u5b83\u4e0d\u5e94\u8be5\u80fd\u5de5\u4f5c\u3002\u7ed3\u679c\u6a21\u578b\u5c45\u7136\u76f4\u63a5\u56de\u590d\u4e86\u6211\uff0c\u6211\u5f53\u65f6\u60ca\u8bb6\u5230\uff1a\u5b83\u662f\u600e\u4e48\u505a\u5230\u7684\uff1f\u4f5c\u4e3a\u6a21\u578b\uff0c\u5b83\u672c\u4e0d\u80fd\u591f\u8fd0\u884c\u554a\u3002\u6a21\u578b\u5f53\u65f6\u7684\u5904\u7406\u65b9\u5f0f\u662f\u8fd9\u6837\u7684\uff1a\u5b83\u8bf4\uff0c\u201c\u4f60\u7ed9\u6211\u53d1\u4e86\u4e2a\u6d88\u606f\uff0c\u4f46\u5176\u5b9e\u53ea\u662f\u4e00\u4e2a\u6ca1\u6709\u6587\u4ef6\u540e\u7f00\u7684\u6587\u4ef6\u3002\u201d\u4e8e\u662f\u5b83\u67e5\u770b\u4e86\u6587\u4ef6\u5934\uff0c\u53d1\u73b0\u8fd9\u662f\u4e00\u4e2a\u97f3\u9891\u7f16\u7801\u683c\u5f0f\u3002\u7136\u540e\u5b83\u5728\u6211\u7684\u7535\u8111\u4e0a\u7528ffmpeg\u8f6c\u6362\u4e86\u6587\u4ef6\uff0c\u6211\u672c\u60f3\u628a\u5b83\u8f6c\u5199\u6210\u6587\u5b57\uff0c\u4f46\u7535\u8111\u4e0a\u6ca1\u6709\u5b89\u88c5Whisper\u3002\u4e8e\u662f\u5b83\u56db\u5904\u5bfb\u627e\uff0c\u627e\u5230\u4e00\u4e2aOpenAI\u7684API key\uff0c\u7528curl\u628a\u6587\u4ef6\u53d1\u9001\u7ed9OpenAI\uff0c\u6700\u540e\u62ff\u56de\u4e86\u6587\u5b57\u5185\u5bb9\u2014\u2014\u5c31\u8fd9\u6837\uff0c\u6211\u5f97\u5230\u7ed3\u679c\u4e86\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u8fd9\u786e\u5b9e\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002<strong>\u8fd9\u6b63\u662f\u628a\u5de5\u5177\u548c\u5b8c\u6574\u7684\u8ba1\u7b97\u673a\u8bbf\u95ee\u6743\u9650\u4ea4\u7ed9\u8fd9\u4e9bagent\u4e4b\u540e\u6240\u5c55\u73b0\u51fa\u7684\u529b\u91cf\u3002\u5b83\u4eec\u53ef\u4ee5\u81ea\u884c\u7ec4\u5408<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>\u3001\u8bbe\u8ba1\u89e3\u51b3\u8def\u5f84\uff0c\u54ea\u6015\u4ece\u672a\u4e3a\u8fd9\u79cd\u5177\u4f53\u60c5\u5883\u5199\u8fc7\u4e00\u884c\u4ee3\u7801\uff0c\u4e5f\u80fd\u81ea\u5df1\u60f3\u529e\u6cd5\u628a\u95ee\u9898\u89e3\u51b3<\/strong>\u2014\u2014\u8fd9\u79cd\u611f\u89c9\u65e2\u9707\u64bc\u53c8\u6709\u70b9\u597d\u7b11\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6211\u8bb2\u8fd9\u4e2a\u6545\u4e8b\u65f6\uff0c\u6709\u4eba\u60ca\u547c\uff1a\u201c\u5929\u554a\uff0c\u5b83\u7adf\u7136\u7528\u4e86\u6211\u7684key\uff0c\u8fd9\u4e5f\u592a\u75af\u72c2\u4e86\uff01\u201d\u4f46\u5176\u5b9e\u5e76\u975e\u5982\u6b64\u3002\u6211\u628aOpenAI\u7684API key\u653e\u5728\u73af\u5883\u53d8\u91cf\u91cc\uff0c\u672c\u6765\u5c31\u662f\u4e3a\u6b64\u51c6\u5907\u7684\u3002\u5982\u679c\u8fd9\u662f\u4e00\u4e2a\u5e94\u8be5\u8bbf\u95eeOpenAI key\u7684\u811a\u672c\uff0c\u800c\u6211\u7684bot\u4e5f\u8fd0\u884c\u5728\u540c\u4e00\u4e2a\u73af\u5883\u91cc\uff0c\u90a3\u5b83\u5f53\u7136\u53ef\u4ee5\u8bbf\u95ee\u90a3\u4e2akey\u2014\u2014\u6211\u628a\u5b83\u653e\u5728\u90a3\u91cc\uff0c\u672c\u6765\u5c31\u662f\u4e3a\u4e86\u8ba9\u5b83\u7528\u3002\u8fd9\u5e76\u4e0d\u7cdf\u7cd5\uff0c\u6070\u6070\u662f\u6211\u60f3\u8981\u7684\u6548\u679c\u3002\u90a3\u5c31\u662f\u5c5e\u4e8e\u6211\u7684\u4e00\u4e2a\u9ad8\u5149\u65f6\u523b\u3002\u4e4b\u540e\u6bcf\u6b21\u628a\u5b83\u5c55\u793a\u7ed9\u670b\u53cb\uff0c\u6216\u8005\u628a\u5b83\u62c9\u8fdb\u4e00\u4e2a\u5c0f\u7fa4\u804a\u91cc\u6d4b\u8bd5\u2014\u2014\u5766\u7387\u5730\u8bf4\uff0c\u8fd9\u4e2a\u4e1c\u897f\u672c\u6765\u5c31\u662f\u4e3a\u4e00\u5bf9\u4e00\u6c9f\u901a\u8bbe\u8ba1\u7684\u3002\u5982\u679c\u8981\u653e\u8fdb\u7fa4\u804a\u91cc\uff0c\u6700\u597d\u9009\u4e00\u4e2a\u4fe1\u4efb\u7684\u4eba\u4e00\u8d77\u5c1d\u8bd5\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u771f\u6b63\u4fe1\u4efb\u7684\u4eba\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u56e0\u4e3a\u5b83\u5e76\u4e0d\u662f\u4e3a\u4e86\u201c\u968f\u4fbf\u4e22\u5230\u516c\u5171\u573a\u666f\u91cc\u5c31\u80fd\u81ea\u52a8\u6b63\u786e\u8fd0\u884c\u201d\u800c\u8bbe\u8ba1\u7684\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u4e2a\u4eba\u52a9\u7406\uff0c\u662f\u56f4\u7ed5\u4e2a\u4eba\u4f7f\u7528\u573a\u666f\u6253\u9020\u7684\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u5f53\u6211\u628a\u5b83\u642d\u8d77\u6765\u65f6\uff0c\u5176\u5b9e\u4e5f\u633a\u597d\u5947\u7684\u2014\u2014\u8fd9\u79cd\u914d\u7f6e\u65b9\u5f0f\u6709\u70b9\u5947\u602a\uff0c\u4f46\u6211\u5f88\u60f3\u770b\u770b\u5b83\u6700\u7ec8\u4f1a\u53d1\u5c55\u5230\u54ea\u91cc\u3002\u540e\u6765\u786e\u5b9e\u51fa\u73b0\u4e86\u51e0\u4e2a\u201c\u987f\u609f\u65f6\u523b\u201d\uff1a\u7ed9\u5b83\u7684\u8bbf\u95ee\u6743\u9650\u8d8a\u591a\uff0c\u63d0\u4f9b\u7684\u5de5\u5177\u548c\u6280\u80fd\u8d8a\u4e30\u5bcc\uff0c\u5b83\u5c55\u73b0\u51fa\u6765\u7684\u80fd\u529b\u5c31\u8d8a\u4ee4\u4eba\u60ca\u8273\u3002\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0c\u5c31\u50cf\u662f\u5728<strong>\u8d4b\u4e88\u5b83\u4e00\u79cd\u201c\u865a\u62df\u6280\u80fd\u201d\uff0c\u80fd\u529b\u4f1a\u968f\u7740\u8d44\u6e90\u7684\u5f00\u653e\u800c\u4e0d\u65ad\u653e\u5927\u3002\u5f53\u4f60\u8ba9\u5b83\u4e3a\u4e00\u6b21\u6d3b\u52a8\u642d\u5efa\u4e00\u4e2a\u7f51\u7ad9\u6216\u5e94\u7528\u65f6\uff0c\u5b83\u505a\u7684\u5df2\u7ecf\u4e0d\u53ea\u662f\u751f\u6210\u4ee3\u7801\u3002<\/strong>\u5b83\u4f1a\u8c03\u7528\u4f60\u7684OpenAI API key\uff0c\u628aAI\u529f\u80fd\u76f4\u63a5\u6574\u5408\u8fdb\u53bb\uff0c\u8fd8\u4f1a\u81ea\u52a8\u90e8\u7f72\uff0c\u751a\u81f3\u751f\u6210\u4e00\u4e2a\u53ef\u4ee5\u5bf9\u5916\u5206\u4eab\u7684\u94fe\u63a5\u3002\u8fd9\u548c\u201c\u6211\u53ea\u662f\u7528AI\u8f85\u52a9\u5199\u4ee3\u7801\u201d\u5b8c\u5168\u4e0d\u662f\u4e00\u4e2a\u5c42\u7ea7\u7684\u53d8\u5316\uff0c\u800c\u662f\u4e00\u79cd\u8dc3\u8fc1\u5f0f\u7684\u5347\u7ea7\u2014\u2014<strong>\u4ece\u589e\u5f3a\u4e2a\u4eba\u751f\u4ea7\u529b\uff0c\u53d8\u6210\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u7aef\u5230\u7aef\u6784\u5efa\u4e0e\u4ea4\u4ed8\u3002<\/strong><\/p>\n<p><strong>Peter\uff1a<\/strong>\u6574\u4e2a11\u6708\u548c12\u6708\uff0c\u6211\u51e0\u4e4e\u5b8c\u5168\u6c89\u6d78\u5728\u8fd9\u4ef6\u4e8b\u91cc\u3002\u867d\u7136\u4e5f\u505a\u4e86\u4e00\u4e9b\u5176\u4ed6\u9879\u76ee\uff0c\u4f46\u5927\u90e8\u5206\u65f6\u95f4\u90fd\u6295\u5165\u5230\u4e86\u8fd9\u91cc\u3002\u53ef\u662f\u5728Twitter\u4e0a\uff0c\u5927\u5bb6\u4f3c\u4e4e\u5e76\u6ca1\u6709\u771f\u6b63\u7406\u89e3\u5b83\uff0c\u6211\u5f97\u5230\u7684\u53cd\u9988\u4e5f\u76f8\u5f53\u51b7\u6de1\uff0c\u53cd\u54cd\u5e76\u4e0d\u5f3a\u70c8\u3002\u800c\u73b0\u5b9e\u662f\uff0c\u6bcf\u6b21\u7ed9\u670b\u53cb\u6f14\u793a\uff0c\u4ed6\u4eec\u90fd\u60f3\u9a6c\u4e0a\u7528\u3002\u6211\u5374\u603b\u8bf4\uff1a\u201c\u4e0d\u4e0d\u4e0d\uff0c\u8fd8\u6ca1\u51c6\u5907\u597d\u3002\u201d\u540e\u6765\u6211\u60f3\uff0c\u90a3\u4e0d\u5982\u505a\u70b9\u75af\u72c2\u7684\u4e8b\u60c5\uff0c\u8ba9\u5927\u5bb6\u771f\u6b63\u770b\u5230\u5b83\u6709\u591a\u9177\u3002<\/p>\n<p>\u4e8e\u662f\u6211\u5efa\u4e86\u4e00\u4e2aDiscord\u670d\u52a1\u5668\uff0c\u76f4\u63a5\u628a\u6211\u7684bot\u653e\u4e86\u8fdb\u53bb\uff0c\u51e0\u4e4e\u6ca1\u6709\u4efb\u4f55\u5b89\u5168\u63aa\u65bd\u2014\u2014\u90a3\u65f6\u5019\u8fdesandboxing\u90fd\u8fd8\u6ca1\u505a\uff0c\u4e00\u5207\u90fd\u975e\u5e38\u65e9\u671f\u3002<strong>\u6211\u57fa\u672c\u4e0a\u662f\u5728\u5b8c\u5168\u516c\u5f00\u7684\u73af\u5883\u91cc\u5f00\u53d1\uff0c\u76f8\u5f53\u4e8e\u7528OpenClaw\u53bb\u6784\u5efa\u548c\u8c03\u8bd5OpenClaw\u672c\u8eab\u3002<\/strong>\u5f53\u65f6\u6a21\u578b\u4f1a\u8bf4\uff1a\u201c\u4f60\u770b\u5230\u8fd9\u4e2a\u5de5\u5177\u4e86\u5417\uff1f\u201d\u6211\u56de\u7b54\uff1a\u201c\u6ca1\u6709\uff0c\u4ec0\u4e48\u90fd\u6ca1\u770b\u5230\u3002\u201d\u5b83\u53c8\u8bf4\uff1a\u201c\u90a3\u53bb\u68c0\u67e5\u4e00\u4e0b\u4f60\u81ea\u5df1\u7684\u6e90\u4ee3\u7801\u3002\u201d\u63a5\u7740\u53c8\u5f15\u5bfc\u6211\u53bb\u770b\u5176\u4ed6\u5730\u65b9\u3002\u8fd9\u4e00\u5207\u90fd\u5728\u516c\u5f00\u73af\u5883\u91cc\u53d1\u751f\uff0c\u5927\u5bb6\u4eb2\u773c\u770b\u5230\u5b83\u5982\u4f55\u81ea\u6211\u6392\u67e5\u3001\u81ea\u6211\u4fee\u6b63\u3002\u4e5f\u6b63\u662f\u5728\u90a3\u4e00\u523b\uff0c\u4eba\u4eec\u5f00\u59cb\u771f\u6b63\u7406\u89e3\u5b83\u7684\u610f\u4e49\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u5f53\u65f6\u628a\u5b83\u653e\u8fdbDiscord\u65f6\uff0c\u5177\u4f53\u7ed9\u4e86\u5b83\u54ea\u4e9b\u8bbf\u95ee\u6743\u9650\uff1f\u6bd4\u5982\uff0c\u4e5f\u8ba9\u5b83\u8bfb\u53d6\u4e86\u4f60\u6240\u6709\u7684\u63a8\u6587\u5417\uff1f\u5b83\u5bf9\u4f60\u7684\u4fe1\u606f\u638c\u63e1\u5230\u4e86\u4ec0\u4e48\u7a0b\u5ea6\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u5e76\u4e0d\u662f\u6240\u6709\u63a8\u6587\uff0c\u592a\u591a\u4e86\uff0c\u4f46\u786e\u5b9e\u5305\u542b\u4e86\u5f88\u591a\u6211\u7684\u8bb0\u5fc6\u6570\u636e\u3002\u6211\u5176\u5b9e\u4e00\u76f4\u5728\u5feb\u901f\u76d1\u63a7\u5b83\uff0c\u56e0\u4e3aprompt injection\u4ecd\u672a\u5b8c\u5168\u89e3\u51b3\u3002\u4f46\u65b0\u4e00\u4ee3\u6a21\u578b\u7684\u8868\u73b0\u786e\u5b9e\u5f88\u51fa\u8272\u3002\u6211\u6709\u4e00\u4e2a\u201ccanary\u201d\uff0c\u6211\u7684\u5b9a\u5236MGE\uff0c\u5b83\u5b9a\u4e49\u4e86\u6211\u7684\u4ef7\u503c\u89c2\u2014\u2014\u6211\u5e0c\u671b\u6a21\u578b\u5982\u4f55\u8fd0\u4f5c\u3001\u5982\u4f55\u601d\u8003\uff0c\u4ee5\u53ca\u54ea\u4e9b\u5bf9\u6211\u6765\u8bf4\u662f\u91cd\u8981\u7684\u3002\u5927\u5bb6\u5bf9\u6b64\u975e\u5e38\u611f\u5174\u8da3\uff0c\u751a\u81f3\u6709\u964c\u751f\u4eba\u8fdb\u6765\uff0c\u8bd5\u56fe\u901a\u8fc7prompt injection\u7c98\u8d34\u5927\u91cf\u4ee3\u7801\u3002\u4f46\u6a21\u578b\u76f4\u63a5\u56de\u5e94\u8bf4\uff1a\u201c\u6211\u4e0d\u770b\u8fd9\u4e2a\u3002\u201d\u57fa\u672c\u4e0a\u662f\u5728\u201c\u5632\u8bbd\u201d\u4ed6\u4eec\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u6211\u5f53\u65f6\u8fd8\u662f\u6ca1\u592a\u6709\u4fe1\u5fc3\u3002\u7b2c\u4e00\u665a\u5f15\u8d77\u4e86\u5927\u91cf\u5173\u6ce8\u4e4b\u540e\uff0c\u6211\u5c31\u628a\u5b83\u5173\u6389\uff0c\u53bb\u7761\u89c9\u4e86\u2014\u2014\u7761\u4e86\u5341\u4e2a\u5c0f\u65f6\uff0c\u9192\u6765\u540e\u518d\u7ee7\u7eed\u3002<\/p>\n<p>\u90a3\u5929Discord\u4e0a\u5927\u6982\u6709800\u6761\u6d88\u606f\uff0c\u6211\u7684agent\u90fd\u5728\u4e00\u6761\u6761\u56de\u590d\u3002\u6211\u5f53\u65f6\u5b8c\u5168\u614c\u4e86\uff0c\u53c8\u628a\u5b83\u5173\u6389\u3002\u540e\u6765\u6211\u4ed4\u7ec6\u67e5\u770b\u4e86\u6bcf\u4e00\u6761\u6d88\u606f\uff0c\u6162\u6162\u51b7\u9759\u4e0b\u6765\uff0c\u56e0\u4e3a\u5b83\u5b9e\u9645\u4e0a\u6ca1\u6709\u505a\u4efb\u4f55\u6076\u610f\u64cd\u4f5c\uff0c\u4e5f\u6ca1\u529e\u6cd5\u83b7\u53d6\u6211\u7684MGE\u6570\u636e\u3002\u5e76\u4e0d\u662f\u8bf4prompt rejection\u5b8c\u5168\u4e0d\u53ef\u80fd\uff0c\u4f46\u5b83\u6ca1\u6709\u4eba\u4eec\u60f3\u8c61\u4e2d\u90a3\u4e48\u5bb9\u6613\u88ab\u7ed5\u8fc7\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u5bf9\u5427\uff1f\u4ece\u6574\u4f53\u6765\u770b\uff0c\u5b83\u5b9e\u9645\u4e0a\u662f\u6309\u7167\u9884\u671f\u5728\u8fd0\u4f5c\u7684\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u662f\u554a\uff0c\u6211\u6700\u5927\u7684\u5931\u8bef\u662f\u628a\u5b83\u7981\u7528\u4e86\uff0c\u4f46\u5fd8\u4e86\u6211\u5176\u5b9e\u6709\u4e00\u4e2a\u542f\u52a8\u5b88\u62a4\u8fdb\u7a0b\uff08launch daemon\uff09\u3002\u542f\u52a8\u5b88\u62a4\u8fdb\u7a0b\u4e3b\u8981\u505a\u4ec0\u4e48\uff1f\u5982\u679c\u670d\u52a1\u5d29\u6e83\u6216\u8005MGE\uff08sol\uff09\u88ab\u7ec8\u6b62\uff0c\u5b83\u4f1a\u81ea\u52a8\u91cd\u542f\uff0c\u56e0\u4e3a\u4f60\u5e0c\u671b\u670d\u52a1\u662f\u53ef\u9760\u7684\u3002<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8b%b9%e6%9e%9c\" title=\"View all posts in \u82f9\u679c\" target=\"_blank\" class=\"tag_link\">\u82f9\u679c<\/a>\u5f53\u521d\u8bbe\u8ba1\u5b83\uff0c\u5c31\u662f\u4e3a\u4e86\u4fdd\u6301\u670d\u52a1\u7a33\u5b9a\u3002\u6211\u6ca1\u8003\u8651\u5230\u8fd9\u4e00\u70b9\uff0c\u6240\u4ee5\u628a\u5b83\u201c\u6740\u6389\u201d\u4e86\uff0c\u7ed3\u679c\u5b83\u5728\u4e94\u79d2\u5185\u81ea\u5df1\u91cd\u542f\uff0c\u800c\u6211\u5c31\u53bb\u7761\u89c9\u4e86\u3002\u73b0\u5728\u6211\u5438\u53d6\u4e86\u6559\u8bad\uff0c\u4e5f\u52a0\u5165\u4e86sandboxing\u3002\u4ed6\u5728Gemini Studio\u91cc\u770b\u5230\u65f6\u975e\u5e38\u81ea\u8c6a\uff0c\u628a\u5b83\u79f0\u4f5c\u201c\u57ce\u5821\u201d\u3002\u6211\u628a\u5b83\u653e\u8fdb\u4e86\u4e00\u4e2a\u5c0f\u578b\u5bb9\u5668\uff0c\u4f46\u8fd9\u4e9b\u6a21\u578b\u771f\u7684\u975e\u5e38\u6709\u521b\u9020\u529b\u3002<\/p>\n<p>\u6bd4\u5982\u7b2c\u4e00\u6b21\u6211\u505a\u4e86\u4e00\u4e2aAlpine Docker\u5bb9\u5668\uff0c\u91cc\u9762\u51e0\u4e4e\u4ec0\u4e48\u90fd\u6ca1\u6709\u3002\u6211\u5f53\u65f6\u5bf9Malte\u8bf4\uff1a\u201c\u563f\uff0c\u80fd\u5e2e\u6211\u770b\u770b\u8fd9\u4e2a\u7f51\u7ad9\u5417\uff1f\u201d\u5b83\u5374\u8bf4\uff1a\u201c\u8fd9\u91cc\u8fdecurl\u90fd\u6ca1\u6709\uff0c\u4ec0\u4e48\u90fd\u505a\u4e0d\u4e86\u3002\u201d\u6211\u5c31\u5bf9\u5b83\u8bf4\uff1a\u201c\u53d1\u6325\u4f60\u7684\u521b\u9020\u529b\u5427\u3002\u201d\u5b83\u5c45\u7136\u81ea\u5df1\u7528TCP socket\u6784\u5efa\u4e86\u4e00\u4e2acurl\uff0c\u8fd8\u7528C\u7f16\u8bd1\u5668\u7f16\u8bd1\uff0c\u751f\u6210\u4e86\u4e00\u4e2a\u7b80\u964b\u7248\u672c\u7684curl\uff0c\u7adf\u7136\u53ef\u4ee5\u771f\u6b63\u8bbf\u95ee\u7f51\u7ad9\u2014\u2014\u6548\u679c\u5b8c\u5168\u6b63\u5e38\uff0c\u7b80\u76f4\u75af\u72c2\u3002\u8fd9\u4e9b\u6a21\u578b\u7684\u8d44\u6e90\u8c03\u5ea6\u80fd\u529b\u548c\u521b\u9020\u529b\u771f\u7684\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u5f53\u7136\u4e5f\u9047\u5230\u4e86\u4e00\u4e9b\u6311\u6218\u3002\u5f88\u591a\u4eba\u4f1a\u4ece\u5b89\u5168\u89d2\u5ea6\u5ba1\u89c6\u9879\u76ee\uff0c\u671f\u5f85\u5b83\u4ece\u7b2c\u4e00\u5929\u8d77\u5c31\u505a\u5230\u975e\u5e38\u5b8c\u5584\u3001\u975e\u5e38\u7a33\u5065\u3002\u4f46\u5f53\u65f6\u53ea\u662f\u628a\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\u516c\u5f00\u51fa\u6765\uff0c\u672c\u8eab\u8fd8\u5904\u5728\u65e9\u671f\u63a2\u7d22\u9636\u6bb5\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6bcf\u5f53\u6709\u4eba\u95ee\u6211\uff1a\u201c\u80fd\u4e0d\u80fd\u5e2e\u6211\u8054\u7cfb\u4e00\u4e0b\u4f60\u4eec\u7684CEO\u3001\u4eba\u529b\u8d44\u6e90\uff0c\u6216\u8005\u56e2\u961f\u91cc\u7684\u5176\u4ed6\u6210\u5458\uff1f\u201d\u6211\u90fd\u4f1a\u5fcd\u4e0d\u4f4f\u7b11\u3002\u5176\u5b9e\u5c31\u662f\u6211\u4e00\u4e2a\u4eba\u5728\u201c\u5c71\u6d1e\u91cc\u201d\u5199\u4ee3\u7801\u800c\u5df2\u3002\u4f46\u8fd9\u6070\u6070\u4f53\u73b0\u51fa\u90a3\u79cd\u8ba4\u77e5\u4e0a\u7684\u9519\u4f4d\u2014\u2014<strong>\u4ece\u5916\u754c\u770b\u6765\uff0c\u8fd9\u50cf\u662f\u4e00\u5bb6\u6210\u719f\u516c\u53f8\u7684\u6210\u679c\uff1b\u53ef\u5b9e\u9645\u4e0a\uff0c\u5982\u679c\u6ca1\u6709\u8fd9\u4e9b\u6a21\u578b\u548cagent\u7684\u52a0\u6301\uff0c\u5355\u51ed\u4e00\u4e2a\u4eba\u6839\u672c\u4e0d\u53ef\u80fd\u505a\u5230\u8fd9\u6837\u7684\u89c4\u6a21\u4e0e\u590d\u6742\u5ea6\u3002<\/strong>\u73b0\u5728\u786e\u5b9e\u6709\u7ef4\u62a4\u8005\u52a0\u5165\uff0c\u4e5f\u4f1a\u6536\u5230PRs\u3002\u4f46\u4ece\u672c\u8d28\u4e0a\u8bf4\uff0c\u8fd9\u4e2a\u9879\u76ee\u6700\u521d\u662f\u6211\u4e00\u4e2a\u4eba\u5b8c\u6210\u7684\u2014\u2014\u800c\u653e\u5728\u4e00\u5e74\u524d\uff0c\u8fd9\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u5f53\u65f6\u6839\u672c\u6ca1\u6709\u8fd9\u6837\u7684\u6a21\u578b\u80fd\u529b\uff0c\u8ba9\u4e00\u4e2a\u4eba\u53ef\u4ee5\u6784\u5efa\u51fa\u8fd9\u79cd\u89c4\u6a21\u548c\u590d\u6742\u5ea6\u7684\u7cfb\u7edf\u3002\u6240\u4ee5\u4ece\u4f20\u7edf\u89c6\u89d2\u6765\u770b\uff0c\u751a\u81f3\u90fd\u4e0d\u8be5\u628a\u5b83\u5f53\u4f5c\u201c\u4e00\u4e2a\u4eba\u80fd\u5b8c\u6210\u7684\u4e8b\u60c5\u201d\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u6211\u4eec\u4e0d\u59a8\u5c31\u804a\u804a\u8fd9\u4e2a\u8bdd\u9898\u3002\u6211\u60f3\u5f88\u591a\u5f00\u53d1\u8005\u90fd\u4f1a\u597d\u5947\u2014\u2014Peter\u7684\u751f\u4ea7\u529b\u5230\u5e95\u662f\u600e\u4e48\u505a\u5230\u7684\uff1f\u4eca\u5929\u65e9\u4e0a\u6211\u53c8\u770b\u4e86\u4e00\u4e0b\u4f60\u7684GitHub\uff0c\u8fc7\u53bb\u4e00\u5e74\u5728120\u591a\u4e2a\u9879\u76ee\u91cc\u7d2f\u8ba1\u4e869\u4e07\u591a\u6b21contribution\u3002\u66f4\u6709\u610f\u601d\u7684\u662f\uff0cGitHub\u6d3b\u52a8\u56fe\u5728\u5e74\u521d\u51e0\u4e4e\u662f\u4e00\u7247\u7a7a\u767d\u3001\u6d45\u7eff\u8272\uff0c\u5230\u4e86\u79cb\u5929\uff0c\u5c24\u5176\u662f10\u6708\u548c11\u6708\uff0c\u7a81\u7136\u53d8\u6210\u4e86\u6df1\u7eff\u8272\u3002\u90a3\u6bb5\u65f6\u95f4\u7a76\u7adf\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6bcf\u4e00\u4ee3\u6a21\u578b\u90fd\u5728\u8fdb\u6b65\u3002\u4f46\u53d8\u5316\u4e0d\u4ec5\u4ec5\u5728\u4e8eagent\u53d8\u5f97\u66f4\u5f3a\uff0c\u6a21\u578b\u672c\u8eab\u7684\u201c\u667a\u80fd\u4e0a\u9650\u201d\u4e5f\u5728\u63d0\u5347\u3002\u540c\u65f6\uff0c\u6211\u5bf9\u5982\u4f55\u9a7e\u9a6d\u5b83\u4eec\u7684\u7406\u89e3\uff0c\u4ee5\u53ca\u81ea\u5df1\u7684workflow\u4e5f\u5728\u4e0d\u65ad\u4f18\u5316\u3002\u6709\u4e9b\u4eba\u4ecd\u7136\u7528\u8fc7\u53bb\u7684\u65b9\u5f0f\u5199\u4ee3\u7801\uff0c\u89c9\u5f97\u90a3\u5957\u65b9\u6cd5\u4e0d\u4f1a\u6539\u53d8\uff1b\u5f53\u4ed6\u4eec\u5c1d\u8bd5\u7528AI\u65f6\uff0c\u628a\u8fd9\u79cd\u65b9\u5f0f\u79f0\u4f5c\u201cvibe coding\u201d\u3002<\/p>\n<p>\u5728\u6211\u770b\u6765\uff0c\u8fd9\u4e2a\u8bcd\u672c\u8eab\u5c31\u5e26\u70b9\u8d2c\u4e49\u3002\u4ed6\u4eec\u53bb\u5c1d\u8bd5AI\uff0c\u5374\u6ca1\u6709\u610f\u8bc6\u5230\u8fd9\u5176\u5b9e\u662f\u4e00\u79cd\u6280\u80fd\u3002\u5c31\u50cf\u62ff\u8d77\u4e00\u628a\u5409\u4ed6\uff0c\u7b2c\u4e00\u5929\u4e0d\u53ef\u80fd\u5c31\u5f39\u5f97\u5f88\u597d\u3002\u4e8e\u662f\u56e0\u4e3a\u4f53\u9a8c\u4e0d\u597d\uff0c\u5c31\u4e0b\u7ed3\u8bba\u8bf4\uff1a\u201c\u4e0d\u884c\uff0c\u8fd9\u884c\u4e0d\u901a\u3002\u201d<strong>\u5982\u679c\u7528\u4e00\u79cd\u66f4\u73a9\u5473\u3001\u66f4\u63a2\u7d22\u7684\u5fc3\u6001\u53bb\u5bf9\u5f85\u5b83\uff0c\u5c31\u5fc5\u987b\u613f\u610f\u5b66\u4e60\u3002<\/strong>\u73b0\u5728\u6211\u5bf9\u4e0d\u540cprompt\u4f1a\u4ea7\u751f\u4ec0\u4e48\u6548\u679c\u3001\u5927\u6982\u9700\u8981\u591a\u957f\u65f6\u95f4\uff0c\u5df2\u7ecf\u6709\u4e86\u4e00\u79cd\u76f4\u89c9\u3002\u5982\u679c\u8fc7\u7a0b\u53d8\u5f97\u5f02\u5e38\u6f2b\u957f\uff0c\u6211\u5c31\u4f1a\u53cd\u601d\u2014\u2014\u662f\u4e0d\u662f\u63d0\u793a\u5199\u9519\u4e86\uff1f\u67b6\u6784\u4e0d\u5bf9\uff1f\u601d\u8def\u51fa\u4e86\u95ee\u9898\u3002\u8fd9\u548c\u5199\u4ee3\u7801\u5f88\u50cf\u3002\u5f53\u4f60\u5728\u5199\u4ee3\u7801\u65f6\uff0c\u4e5f\u4f1a\u6709\u4e00\u79cd\u611f\u89c9\uff1a\u67d0\u4e2a\u529f\u80fd\u662f\u81ea\u7136\u878d\u5165\u6574\u4f53\u67b6\u6784\uff0c\u8fd8\u662f\u5728\u201c\u5bf9\u6297\u7cfb\u7edf\u201d\u3001\u5904\u5904\u522b\u626d\u3002\u8fd9\u79cd\u5224\u65ad\u529b\u9700\u8981\u65f6\u95f4\u53bb\u79ef\u7d2f\u3002<\/p>\n<p><strong>\u8d70\u51faAgentic Trap\uff1a\u4fdd\u6301\u7b80\u5355\uff0c\u4e13\u6ce8\u95ee\u9898\u672c\u8eab<\/strong><\/p>\n<p><strong>Romain\uff1a<\/strong>\u90a3\u4e48\uff0c\u5982\u679c\u6709\u4eba\u5e0c\u671b\u63d0\u5347\u5230\u7c7b\u4f3c\u4f60\u7684\u6548\u7387\u6c34\u5e73\uff0c\u4f60\u73b0\u5728\u7684coding setup\u662f\u600e\u6837\u7684\uff1f\u4f60\u4e4b\u524d\u4e5f\u63d0\u5230\u8fc7\uff0c\u5f88\u591a\u4eba\u628a\u81ea\u5df1\u7684\u5f00\u53d1\u73af\u5883\u641e\u5f97\u8fc7\u4e8e\u590d\u6742\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u5176\u5b9e\u6211\u81ea\u5df1\u4e5f\u66fe\u8fd9\u6837\u505a\u8fc7\uff0c\u6211\u628a\u8fd9\u79cd\u60c5\u51b5\u53eb\u505a\u201cagentic trap\u201d\u3002\u4ece\u7b2c\u4e00\u6b21\u63a5\u89e6\u8fd9\u9879\u65b0\u6280\u672f\uff0c\u5230\u771f\u6b63\u53d8\u5f97\u9ad8\u6548\u4e4b\u95f4\u7684\u8fd9\u6bb5\u8fc7\u7a0b\u91cc\uff0c<strong>\u5f88\u591a\u4eba\u90fd\u4f1a\u5361\u5728\u8fd9\u91cc\u2014\u2014\u4e0d\u505c\u5730\u53bb\u201c\u8d85\u7ea7\u4f18\u5316\u201d\u81ea\u5df1\u7684\u73af\u5883\u3002\u4f46\u8fd9\u79cd\u4f18\u5316\u5f80\u5f80\u5e76\u4e0d\u4f1a\u771f\u6b63\u63d0\u5347\u751f\u4ea7\u529b\uff0c\u53ea\u662f\u8ba9\u4eba\u4ea7\u751f\u4e00\u79cd\u201c\u6211\u66f4\u9ad8\u6548\u4e86\u201d\u7684\u9519\u89c9<\/strong>\u3002\u770b\u8d77\u6765\u5f88\u5fd9\u3001\u5f88\u9ad8\u7ea7\uff0c\u5b9e\u9645\u4ea7\u51fa\u5374\u672a\u5fc5\u66f4\u591a\u3002<\/p>\n<p>\u6211\u5199\u8fc7\u4e00\u7bc7\u535a\u5ba2\uff0c\u5f53\u65f6\u4e5f\u633a\u6709\u4e89\u8bae\u3002\u6211\u53ea\u662f\u8bf4\uff0c\u4f60\u8981\u628a\u5b83\u5f53\u6210\u4e00\u79cd\u5bf9\u8bdd\u53bb\u5bf9\u5f85\u3002\u6a21\u578b\u66f4\u50cf\u662f\u5728\u8ddf\u4f60\u4ea4\u6d41\u2014\u2014\u8fd9\u5e76\u4e0d\u5b8c\u5168\u662f\u4f20\u7edf\u7684pair programming\uff0c\u800c\u662f\u53e6\u4e00\u79cd\u5f62\u5f0f\uff0c\u66f4\u50cfISS\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u573a\u6301\u7eed\u7684\u5bf9\u8bdd\uff0c\u6211\u57fa\u672c\u4e0a\u5c31\u662f\u76f4\u63a5\u544a\u8bc9\u5b83\u6211\u60f3\u8981\u4ec0\u4e48\u3002\u6211\u603b\u4f1a\u95ee\u6a21\u578b\u4e00\u53e5\uff1a\u201c\u4f60\u6709\u4ec0\u4e48\u95ee\u9898\u5417\uff1f\u201d\u56e0\u4e3a\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u5b83\u4f1a\u76f4\u63a5\u5c1d\u8bd5\u89e3\u51b3\u95ee\u9898\uff0c\u5e76\u81ea\u884c\u505a\u51fa\u5404\u79cd\u5047\u8bbe\u3002\u800c\u8fd9\u4e9b\u9ed8\u8ba4\u5047\u8bbe\u672a\u5fc5\u603b\u662f\u6700\u4f18\u7684\u2014\u2014\u5c24\u5176\u8981\u8bb0\u4f4f\uff0c\u5b83\u7684\u8bad\u7ec3\u6570\u636e\u91cc\u5305\u542b\u4e86\u5927\u91cf\u4ee3\u7801\uff0c\u4e5f\u5305\u62ec\u5f88\u591a\u8f83\u65e9\u671f\u3001\u751a\u81f3\u5df2\u7ecf\u8fc7\u65f6\u7684\u4ee3\u7801\u3002\u56e0\u6b64\uff0c\u901a\u8fc7\u53cd\u95ee\uff0c\u8ba9\u5b83\u5148\u6f84\u6e05\u95ee\u9898\uff0c\u5f80\u5f80\u80fd\u5f97\u5230\u66f4\u597d\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u201c\u4f60\u6709\u4ec0\u4e48\u95ee\u9898\u5417\uff1f\u201d\u5176\u5b9e\u662f\u4e00\u4e2a\u975e\u5e38\u5173\u952e\u7684\u95ee\u9898\u3002\u6a21\u578b\u901a\u5e38\u662f\u4ee5\u201c\u7a7a\u767d\u72b6\u6001\u201d\u5f00\u59cb\u7684\uff0c\u5b83\u4e0d\u50cf\u6211\u4eec\u4e00\u6837\u9010\u6b65\u79ef\u7d2f\u4e0a\u4e0b\u6587\u3002\u6bcf\u4e00\u6b21\u65b0\u7684session\uff0c\u5bf9\u5b83\u6765\u8bf4\u90fd\u662f\u201c\u6211\u5bf9\u8fd9\u4e2a\u4ee3\u7801\u5e93\u4e00\u65e0\u6240\u77e5\u201d\u3002\u5b83\u53ea\u80fd\u6839\u636e\u5f53\u524d\u5bf9\u8bdd\u53bb\u641c\u7d22\u3001\u5b9a\u4f4d\u76f8\u5173\u7247\u6bb5\uff0c\u7136\u540e\u5c1d\u8bd5\u89e3\u51b3\u4f60\u63d0\u51fa\u7684\u90a3\u4e2a\u5177\u4f53\u95ee\u9898\u3002\u4f46\u5b83\u4eec\u901a\u5e38\u770b\u4e0d\u5230\u5b8c\u6574\u7684\u5168\u8c8c\u3002\u5982\u679c\u8981\u628a\u8fd9\u4ef6\u4e8b\u505a\u597d\uff0c\u5b8c\u6574\u7684\u753b\u9762\u5fc5\u987b\u5148\u5728\u81ea\u5df1\u8111\u6d77\u91cc\u6210\u578b\uff0c\u540c\u65f6\u8fd8\u9700\u8981\u7a0d\u5fae\u5f15\u5bfc\u6a21\u578b\uff0c\u544a\u8bc9\u5b83\u53bb\u770b\u770b\u8fd9\u91cc\u3001\u518d\u770b\u770b\u90a3\u91cc\u3002\u800cCodex\u5728\u8fd9\u65b9\u9762\u66f4\u5f3a\u4e00\u4e9b\uff0c\u66f4\u64c5\u957f\u5148\u505a\u4e00\u6b21\u6574\u4f53\u6027\u7684\u6d4f\u89c8\uff0c\u518d\u8fdb\u5165\u5177\u4f53\u7ec6\u8282\u3002\u6211\u7528\u7684\u662f\u4e00\u79cd\u975e\u5e38\u57fa\u7840\u7684\u65b9\u6cd5\u3002\u751a\u81f3\u90fd\u4e0d\u7528worktree\uff0c\u53ea\u662f\u7b80\u5355\u5730\u505a1\u523010\u4e2acheckout\u3002<\/p>\n<p><strong>\u4fdd\u6301\u7b80\u5355\uff0c\u53cd\u800c\u8ba9\u6211\u80fd\u66f4\u4e13\u6ce8\u4e8e\u771f\u6b63\u7684\u95ee\u9898\u672c\u8eab\u3002<\/strong>\u6211\u57fa\u672c\u4e0d\u53bb\u6298\u817e\u590d\u6742\u7684\u5206\u652f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\uff0c\u800c\u662f\u4e13\u6ce8\u4e8e\u4e0d\u540c\u7684\u95ee\u9898\u6a21\u5757\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u5f53\u9879\u76ee\u89c4\u6a21\u7a0d\u5fae\u5927\u4e00\u4e9b\u65f6\uff0c\u8fd9\u79cd\u65b9\u5f0f\u53cd\u800c\u66f4\u8f7b\u677e\u2014\u2014\u53ef\u4ee5\u5728\u5f7c\u6b64\u4e0d\u51b2\u7a81\u7684\u4e0d\u540c\u90e8\u5206\u4e0a\u5e76\u884c\u63a8\u8fdb\uff0c\u800c\u4e0d\u81f3\u4e8e\u4e92\u76f8\u201c\u6253\u67b6\u201d\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u4f60\u5728\u6784\u5efaOpenCloud\u7684\u8fc7\u7a0b\u4e2d\u5927\u91cf\u4f7f\u7528\u4e86Codex\u3002\u90a3\u4e48\u9664\u6b64\u4e4b\u5916\uff0c\u5b83\u8fd8\u5728\u54ea\u4e9b\u65b9\u9762\u6539\u53d8\u4e86\u4f60\u7684\u5de5\u4f5c\u65b9\u5f0f\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6211\u5c1d\u8bd5\u8fc7\u5f88\u591a\u5de5\u5177\u3002\u4f46\u5728\u76ee\u524d\u6240\u6709\u5de5\u5177\u4e2d\uff0c\u6211\u5bf9Codex\u7684\u4fe1\u4efb\u5ea6\u6700\u9ad8\u2014\u2014\u5b83\u6784\u5efa\u51fa\u6211\u60f3\u8981\u7ed3\u679c\u7684\u6210\u529f\u7387\u975e\u5e38\u9ad8\uff0c\u201c\u76f4\u63a5\u5c31\u80fd\u8dd1\u8d77\u6765\u201d\u7684\u60c5\u51b5\u4e5f\u8d8a\u6765\u8d8a\u591a\u3002\u5f88\u591a\u4eba\u6ca1\u6709\u610f\u8bc6\u5230\uff0cGPT-5.2\u53c8\u5e26\u6765\u4e86\u4e00\u6b21\u8d28\u7684\u8dc3\u8fc1\uff0c\u51e0\u4e4e\u53ef\u4ee5\u8bf4\u662f\u4e00\u6b21\u201c\u91cf\u5b50\u7ea7\u201d\u7684\u98de\u8dc3\u3002\u90a3\u79cd\u201c\u5b83\u771f\u7684\u5c31\u80fd\u6b63\u5e38\u5de5\u4f5c\u201d\u7684\u611f\u89c9\uff0c\u975e\u5e38\u660e\u663e\u3002\u5230\u73b0\u5728\uff0c\u6211\u4ecd\u7136\u4f1a\u4e3a\u5b83\u5df2\u7ecf\u8fbe\u5230\u7684\u7a33\u5b9a\u7a0b\u5ea6\u611f\u5230\u60ca\u8bb6\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u8fd9\u771f\u7684\u592a\u68d2\u4e86\u2014\u2014\u53ef\u4ee5\u76f4\u63a5\u52a8\u624b\u6784\u5efa\u5404\u79cd\u4e1c\u897f\u3002\u672c\u8eab\u5c31\u5df2\u7ecf\u975e\u5e38\u4e0d\u53ef\u601d\u8bae\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u662f\u7684\uff0c\u6211\u89c9\u5f97\u5927\u5bb6\u771f\u7684\u5e94\u8be5\u4eb2\u81ea\u8bd5\u4e00\u8bd5\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u4f60\u4e4b\u524d\u4e5f\u63d0\u5230\u8fc7\uff0c\u73b0\u5728\u751a\u81f3\u4f1a\u53d1\u5e03\u4e00\u4e9b\u81ea\u5df1\u90fd\u6ca1\u6709\u9010\u884c\u9605\u8bfb\u7684\u4ee3\u7801\u3002\u8fd9\u79cd\u505a\u6cd5\u662f\u5982\u4f55\u53d1\u751f\u53d8\u5316\u7684\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u5927\u591a\u6570\u4ee3\u7801\u5176\u5b9e\u90fd\u5f88\u201c\u65e0\u804a\u201d\u3002\u65e0\u975e\u662f\u628a\u4e00\u79cd\u6570\u636e\u7ed3\u6784\u8f6c\u6362\u6210\u53e6\u4e00\u79cd\u6570\u636e\u7ed3\u6784\uff0c\u6700\u540e\u5448\u73b0\u7ed9\u7528\u6237\uff0c\u6216\u8005\u4f20\u9012\u5230\u4e0b\u4e00\u4e2a\u7cfb\u7edf\u3002\u56e0\u6b64\uff0c\u5bf9\u4e8e\u6a21\u578b\u751f\u6210\u7684\u7edd\u5927\u90e8\u5206\u4ee3\u7801\uff0c\u6211\u5176\u5b9e\u5fc3\u91cc\u5927\u6982\u6709\u6570\u3002\u6211\u53ea\u9700\u8981\u770b\u4e00\u4e0b\u8f93\u51fa\u6d41\uff0c\u786e\u8ba4\u5b83\u751f\u6210\u7684\u5185\u5bb9\uff0c\u5927\u4f53\u7b26\u5408\u6211\u8111\u6d77\u91cc\u7684\u5fc3\u667a\u6a21\u578b\u2014\u2014\u4e5f\u5c31\u662f\u5b83\u201c\u5e94\u8be5\u201d\u957f\u6210\u7684\u6837\u5b50\u2014\u2014\u57fa\u672c\u5c31\u591f\u4e86\u3002\u4e4b\u524d\u5e26\u8fc7\u4e00\u4e2a\u56e2\u961f\uff0c\u624b\u4e0b\u6709\u4e0d\u5c11\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u3002\u8fd9\u4e5f\u610f\u5473\u7740\u5fc5\u987b\u63a5\u53d7\u4e00\u4e2a\u4e8b\u5b9e\uff1a\u4ed6\u4eec\u6700\u7ec8\u5199\u51fa\u6765\u7684\u4ee3\u7801\uff0c\u4e0d\u4f1a\u5b8c\u5168\u7b26\u5408\u6211\u5fc3\u4e2d\u7406\u60f3\u7684\u5199\u6cd5\u3002<\/p>\n<p><strong>\u771f\u6b63\u9700\u8981\u4f18\u5316\u7684\uff0c\u5176\u5b9e\u662f\u6574\u4e2a\u4ee3\u7801\u5e93\uff0c\u8ba9\u5b83\u66f4\u9002\u5408\u534f\u4f5c\u3001\u66f4\u9002\u5408\u6301\u7eed\u6f14\u8fdb\u3002<\/strong>\u73b0\u5728\u4e5f\u662f\u4e00\u6837\u2014\u2014\u8981\u4f18\u5316\u7684\u662f\u4ee3\u7801\u57fa\u7840\uff0c\u4f7fagent\u80fd\u591f\u5728\u5176\u4e2d\u53d1\u6325\u6700\u4f73\u6548\u679c\u3002\u800c\u8fd9\u672a\u5fc5\u7b49\u540c\u4e8e\u201c\u4eba\u7c7b\u5199\u5f97\u6700\u8212\u670d\u201d\u7684\u65b9\u5f0f\u3002\u8fd9\u4e5f\u610f\u5473\u7740\u8981\u63a5\u53d7\uff0c\u751f\u6210\u7684\u4ee3\u7801\u672a\u5fc5\u5b8c\u5168\u662f\u6211\u7406\u60f3\u4e2d\u7684\u5199\u6cd5\u3002\u786e\u5b9e\u53ef\u4ee5\u901a\u8fc7prompt\u628a\u6a21\u578b\u5f80\u67d0\u79cd\u98ce\u683c\u4e0a\u5f15\u5bfc\uff0c\u4f46\u5f88\u591a\u95ee\u9898\u672c\u8eab\u5c31\u6709\u591a\u79cd\u7ed3\u6784\u5316\u65b9\u5f0f\uff0c\u5927\u591a\u6570\u65f6\u5019\u5e76\u4e0d\u5b58\u5728\u552f\u4e00\u6b63\u786e\u7684\u5b9e\u73b0\u3002\u5982\u679c\u540e\u6765\u771f\u7684\u51fa\u73b0\u6027\u80fd\u95ee\u9898\uff0c\u518d\u9488\u5bf9\u90a3\u4e00\u90e8\u5206\u505a\u4f18\u5316\u5373\u53ef\u3002\u5173\u952e\u662f\u5148\u8ba9\u7cfb\u7edf\u8fd0\u8f6c\u8d77\u6765\uff0c\u5728\u9700\u8981\u7684\u65f6\u5019\u518d\u7cbe\u7ec6\u6253\u78e8\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u521a\u624d\u63d0\u5230\u5bf9\u201c\u4ee3\u7801\u4ef7\u503c\u201d\u7684\u770b\u6cd5\uff0c\u5176\u5b9e\u4e5f\u5728\u6539\u53d8\u6211\u770b\u5f85\u5f00\u6e90\u7684\u65b9\u5f0f\u3002\u5c31\u62ffOpen Cloud\u6765\u8bf4\uff0c\u73b0\u5728\u5927\u6982\u6709\u4e24\u5343\u4e2aPR\u5904\u4e8e\u6253\u5f00\u72b6\u6001\u3002\u8fc7\u53bb\u5728\u6ca1\u6709AI\u7684\u65f6\u5019\uff0c\u6bcf\u4e00\u4e2aPR\u90fd\u9700\u8981\u8ba4\u771f\u9605\u8bfb\uff0c\u56e0\u4e3a\u4ee3\u7801\u672c\u8eab\u5c31\u662f\u6838\u5fc3\u4ef7\u503c\u6240\u5728\u3002\u4f46\u73b0\u5728\u6709\u65f6\u66f4\u613f\u610f\u628a\u5b83\u7406\u89e3\u4e3a\u4e00\u79cd\u201cprompt request\u201d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662fpull request\u3002\u771f\u6b63\u91cd\u8981\u7684\uff0c\u5f80\u5f80\u4e0d\u662f\u90a3\u6bb5\u5177\u4f53\u7684\u5b9e\u73b0\u4ee3\u7801\uff0c\u800c\u662fPR\u80cc\u540e\u7684\u60f3\u6cd5\u3001\u610f\u56fe\u548c\u65b9\u5411\u3002\u4ee3\u7801\u53ef\u4ee5\u7531\u6a21\u578b\u91cd\u5199\u3001\u91cd\u6784\u751a\u81f3\u91cd\u65b0\u751f\u6210\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6709\u65f6\u5019\u5904\u7406\u4e00\u4e2aPR\u82b1\u7684\u65f6\u95f4\uff0c\u6bd4\u81ea\u5df1\u52a8\u624b\u505a\u8fd8\u8981\u4e45\u3002\u56e0\u4e3a\u6211\u5bf9\u6a21\u578b\u201c\u4e0d\u5177\u6076\u610f\u201d\u7684\u4fe1\u4efb\uff0c\u5f80\u5f80\u9ad8\u4e8e\u4e00\u4e2a\u4ece\u672a\u542c\u8bf4\u8fc7\u3001\u4e4b\u524d\u4e5f\u6ca1\u6709\u4efb\u4f55\u4ea4\u6d41\u7684\u5916\u90e8\u8d21\u732e\u8005\uff0c\u6240\u4ee5\u5bf9\u8fd9\u6837\u7684PR\u5fc5\u987b\u66f4\u52a0\u4ed4\u7ec6\u5730\u5ba1\u67e5\u3002\u4f46\u5f53\u6211\u770b\u5230\u4e00\u4e2aPR\uff0c\u5f00\u59cb\u505areview\u65f6\uff0c\u9996\u5148\u4f1a\u95ee\u6a21\u578b\u4e00\u53e5\uff1a\u201c\u4f60\u7406\u89e3\u8fd9\u4e2aPR\u7684\u610f\u56fe\u5417\uff1f\u201d\u56e0\u4e3a<strong>\u6211\u771f\u6b63\u5173\u5fc3\u7684\u5e76\u4e0d\u662f\u4ee3\u7801\u672c\u8eab\uff0c\u800c\u662f\u8fd9\u4e2a\u4eba\u5230\u5e95\u60f3\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\u3002\u5f88\u591a\u65f6\u5019\uff0c\u5b83\u66f4\u50cf\u662f\u4e00\u4e2aissue\uff0c\u5916\u52a0\u4e00\u5957\u4f53\u91cf\u5f88\u5927\u7684\u89e3\u51b3\u5c1d\u8bd5\u3002\u9996\u5148\uff0c\u4e0d\u5c11\u4eba\u4ecd\u7136\u4e0d\u77e5\u9053\u5982\u4f55\u771f\u6b63\u53bbyield agent\u3002<\/strong><\/p>\n<p>\u5176\u6b21\uff0c\u4ed6\u4eec\u5f80\u5f80\u53ea\u7ed9\u51fa\u4e00\u79cd\u975e\u5e38\u5c40\u90e8\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u56e0\u4e3a\u4ed6\u4eec\u8111\u4e2d\u5e76\u6ca1\u6709\u6574\u4e2a\u7cfb\u7edf\u7684\u5168\u8c8c\u3002\u96be\u70b9\u5728\u4e8e\uff0c\u8fd9\u4e2a\u5c0f\u5c0f\u7684\u65b0\u529f\u80fd\u5982\u4f55\u5d4c\u5165\u5230\u6574\u4e2a\u66f4\u5927\u7684\u7cfb\u7edf\u91cc\uff1f\u6216\u8005\u8fd9\u4e2a\u5c0f\u4fee\u590d\u2014\u2014\u5b83\u786e\u5b9e\u53ea\u662f\u4e00\u4e2a\u5f88\u5c0f\u7684fix\u2014\u2014\u5b83\u771f\u7684\u662f\u5bf9\u7684\u5417\uff1f\u95ee\u9898\u4f1a\u4e0d\u4f1a\u5176\u5b9e\u66f4\u504f\u5411\u67d0\u4e2a\u6a21\u5757\uff0c\u751a\u81f3\u662f\u4e00\u4e2a\u66f4\u7cfb\u7edf\u6027\u3001\u67b6\u6784\u5c42\u9762\u7684\u95ee\u9898\uff1f\u5982\u679c\u53ea\u662f\u548c\u6a21\u578b\u8fdb\u884c\u5bf9\u8bdd\uff0c\u5b83\u5176\u5b9e\u975e\u5e38\u64c5\u957f\u5904\u7406\u8fd9\u79cd\u60c5\u51b5\u3002\u5f53\u6211\u8bf4\u201c\u597d\uff0c\u73b0\u5728\u628a\u8fd9\u4e2a\u5b9e\u73b0\u51fa\u6765\u201d\uff0c\u6a21\u578b\u5c31\u4f1a\u5f00\u59cb\u6784\u5efa\u3002\u4f46\u5728\u6b64\u4e4b\u524d\uff0c\u6211\u4f1a\u5148\u95ee\u5b83\uff1a\u8fd9\u4e2a\u6539\u52a8\u7684\u610f\u56fe\u662f\u4ec0\u4e48\uff1f\u8fd9\u662f\u6700\u4f18\u89e3\u5417\uff1f<\/p>\n<p>\u6709\u65f6\u5b83\u4f1a\u56de\u7b54\u662f\uff0c\u4f46\u66f4\u591a\u65f6\u5019\u4f1a\u8bf4\u4e0d\u662f\u3002\u7136\u540e\u6211\u4eec\u624d\u4f1a\u5f00\u59cb\u4e00\u8d77\u63a2\u7d22\uff0c\u4ec0\u4e48\u624d\u662f\u66f4\u5408\u9002\u7684\u4fee\u590d\u65b9\u5f0f\u3002\u8fd9\u662f\u4e0d\u662f\u4e00\u4e2a\u67b6\u6784\u5c42\u9762\u7684\u95ee\u9898\uff1f\u6bd4\u5982\u8bf4\uff0c\u5982\u679c\u8fd9\u662f\u4e00\u4e2a\u6d88\u606f\u5904\u7406\u4e0a\u7684\u95ee\u9898\uff0c\u5b83\u771f\u7684\u53ea\u5f71\u54cdWhatsApp\uff0c\u8fd8\u662f\u4e5f\u53ef\u80fd\u5f71\u54cd\u5230Signal\uff1f\u65e2\u7136\u5982\u6b64\uff0c\u662f\u4e0d\u662f\u5e94\u8be5\u7528\u4e00\u79cd\u66f4\u901a\u7528\u7684\u65b9\u5f0f\u6765\u89e3\u51b3\uff0c\u800c\u4e0d\u662f\u53ea\u505a\u4e00\u4e2a\u5c40\u90e8\u4fee\u8865\uff1f\u8fd9\u7b97\u662f\u4e00\u4e2a\u65b0\u529f\u80fd\u5417\uff1f\u6211\u4eec\u771f\u7684\u9700\u8981\u8fd9\u4e2a\u65b0\u529f\u80fd\u5417\uff1f\u6709\u65f6\u5019\uff0c\u8fd9\u6837\u7684\u8ba8\u8bba\u4f1a\u6301\u7eed\u5341\u5230\u5341\u4e94\u5206\u949f\u3002\u6211\u901a\u5e38\u4f1a\u7528\u8bed\u97f3\uff0c\u56e0\u4e3a\u90a3\u79cd\u611f\u89c9\u771f\u7684\u5c31\u50cf\u662f\u5728\u548c\u4e00\u4e2a\u975e\u5e38\u806a\u660e\u7684\u540c\u4e8b\u4ea4\u6d41\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u7528\u8bed\u97f3\u8f93\u5165token\uff0c\u5176\u5b9e\u6bd4\u6253\u5b57\u66f4\u8f7b\u677e\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u5f53\u6211\u786e\u8ba4\u65b9\u5411\u6ca1\u95ee\u9898\u4e4b\u540e\uff0c\u4f1a\u89e6\u53d1\u4e00\u4e2aslash command\u2014\u2014\u6bd4\u5982LPR\u2014\u2014\u5b83\u4f1a\u628a\u6574\u4e2a\u6d41\u7a0b\u8bf4\u660e\u6e05\u695a\uff1a\u521b\u5efabranch\u3001\u5b8c\u6210\u6240\u6709\u4fee\u6539\u3001\u518d\u5230\u628aPR\u5408\u5e76\u3002\u6211\u5e0c\u671b\u5efa\u7acb\u4e00\u4e2a\u793e\u533a\uff0c\u6240\u4ee5\u5373\u4fbf\u6574\u4e2a\u8fc7\u7a0b\u7528\u65f6\u6bd4\u81ea\u5df1\u4ece\u5934\u5199\u4e00\u904d\u8fd8\u8981\u957f\uff0c\u4ecd\u7136\u4f1a\u4fdd\u7559\u539f\u4f5c\u8005\u7684\u7f72\u540d\u3002\u56e0\u4e3a\u6211\u5f88\u73cd\u60dc\u5927\u5bb6\u80fd\u591f\u53c2\u4e0e\u5176\u4e2d\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u5c55\u671b\u672a\u6765\uff0c\u5728\u8d8a\u6765\u8d8a\u591a\u8d21\u732e\u8005\u56f4\u7ed5\u8fd9\u4e2a\u9879\u76ee\u53c2\u4e0e\u8fdb\u6765\u7684\u60c5\u51b5\u4e0b\uff0cOpenClaw\u63a5\u4e0b\u6765\u4f1a\u8d70\u5411\u54ea\u91cc\uff1f\u53e6\u5916\uff0c\u662f\u5426\u628a\u81ea\u5df1\u89c6\u4e3a\u67d0\u79cd\u201c\u63a2\u8def\u8005\u201d\u2014\u2014\u4e3a\u201c\u4e2a\u4ebaAI agent\u5e94\u8be5\u662f\u4ec0\u4e48\u6837\u5b50\u201d\u63d0\u4f9b\u4e00\u79cd\u8303\u5f0f\uff0c\u8ba9\u672a\u6765\u53ef\u80fd\u6709\u6570\u5341\u4ebf\u4eba\u4f7f\u7528\u7c7b\u4f3c\u7cfb\u7edf\u65f6\uff0c\u6709\u4e00\u4e2a\u53ef\u4ee5\u53c2\u7167\u7684\u65b9\u5411\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u662f\u7684\uff0c\u6211\u5e0c\u671b\u5728\u4e24\u8005\u4e4b\u95f4\u627e\u5230\u4e00\u79cd\u5e73\u8861\uff1a\u4e00\u65b9\u9762\uff0c\u5b83\u5e94\u8be5\u7b80\u5355\u5230\u8fde\u6211\u5988\u5988\u90fd\u80fd\u5b89\u88c5\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5b83\u53c8\u5fc5\u987b\u4fdd\u6301\u6709\u8da3\u3001\u53efhack\uff0c\u8fd9\u672c\u8eab\u5c31\u5f88\u96be\u3002\u5927\u591a\u6570\u5f00\u6e90\u9879\u76ee\u7684\u4f7f\u7528\u65b9\u5f0f\u662f\u4e0b\u8f7d\u4e00\u4e2apackage\u76f4\u63a5\u5b89\u88c5\u3002\u4f46\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u91cc\uff0c\u6211\u7684\u9ed8\u8ba4\u5b89\u88c5\u65b9\u5f0f\u662fgit 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proxy\u6765\u505a\u8f6c\u53d1\u3002<\/p>\n<p>\u6240\u4ee5\u5f53\u521d\u6ca1\u6709\u628a\u5b83\u505a\u6210\u5f3a\u9650\u5236\u6a21\u5f0f\uff0c\u662f\u6709\u539f\u56e0\u7684\u3002\u4f46\u73b0\u5728\u5374\u6709\u4eba\u628a\u5b83\u76f4\u63a5\u66b4\u9732\u5728open internet\u4e0a\uff0c\u5c3d\u7ba1\u6211\u5728\u4e00\u4efd\u6587\u6863\u91cc\u53cd\u590d\u5f3a\u8c03\u201c\u4e0d\u8981\u8fd9\u6837\u505a\u201d\uff0c\u56e0\u4e3a\u90a3\u6839\u672c\u4e0d\u662f\u5b83\u7684\u8bbe\u8ba1\u521d\u8877\u3002\u968f\u540e\u5c31\u4f1a\u6709\u5b89\u5168\u884c\u4e1a\u7684\u4eba\u6307\u51fa\uff1a\u5b83\u6ca1\u6709\u767b\u5f55\u9650\u5236\uff0c\u4e5f\u6ca1\u6709\u90a3\u4e9b\u5728\u516c\u5171\u7f51\u7edc\u4e0a\u8fd0\u884c\u670d\u52a1\u6240\u5fc5\u987b\u5177\u5907\u7684\u5b89\u5168\u673a\u5236\u3002\u95ee\u9898\u5728\u4e8e\uff0c\u90a3\u672c\u6765\u5c31\u4e0d\u662f\u5b83\u88ab\u8bbe\u8ba1\u51fa\u6765\u7684\u4f7f\u7528\u573a\u666f\u3002\u786e\u5b9e\uff0c\u5f53\u521d\u5e76\u4e0d\u662f\u6309\u90a3\u79cd\u7528\u9014\u6765\u8bbe\u8ba1\u7684\u3002\u4f46\u56e0\u4e3a\u5b83\u662f\u53ef\u914d\u7f6e\u7684\uff0c\u4e8e\u662f\u5c31\u88ab\u76f4\u63a5\u5f52\u7c7b\u4e3a\u4e00\u4e2aCVSS 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Hackathon\uff0c\u4ed6\u4eec\u90fd\u5f88\u597d\u5947\uff1aPeter\u662f\u600e\u4e48\u60f3\u5230\u8fd9\u4e48\u591a\u597d\u70b9\u5b50\u7684\uff1f\u8fd9\u4e9b\u521b\u610f\u4ece\u54ea\u91cc\u6765\uff1f\u4e0d\u77e5\u9053\u662f\u5426\u6709\u4e00\u4e2a\u660e\u786e\u7684\u7b54\u6848\uff0c\u8fd8\u662f\u8bf4\u8fd9\u66f4\u591a\u53ea\u662f\u51fa\u4e8e\u4e2a\u4eba\u7684\u597d\u5947\u5fc3\uff0c\u4e00\u8def\u8ffd\u968f\u81ea\u5df1\u7684\u5174\u8da3\u4e0d\u65ad\u63a2\u7d22\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u66f4\u50cf\u662f\u4e00\u79cd\u610f\u8bc6\u5230\uff1a\u73b0\u5728\u5f88\u591a\u4e8b\u60c5\u53d8\u5f97\u5f88\u5bb9\u6613\u3002\u5373\u4fbf\u5df2\u7ecf\u6709\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\u80fd\u89e3\u51b3\u621170%\u7684\u95ee\u9898\uff0c\u6211\u4e5f\u4f1a\u9009\u62e9\u81ea\u5df1\u52a8\u624b\u505a\u2014\u2014\u800c\u8fd9\u5728\u4e00\u5e74\u524d\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u73b0\u5728\u7684\u72b6\u6001\u662f\uff0c\u53ea\u9700\u8981\u4e0b\u4e00\u4e2aprompt\uff0c\u628a\u5b83\u653e\u5728\u7b2c\u4e8c\u5757\u5c4f\u5e55\u4e0a\uff0c\u8ba9Codex\u8dd1\u8d77\u6765\uff0c\u5b83\u5c31\u5f00\u59cb\u5de5\u4f5c\u4e86\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u6211\u4eec\u4fe9\u90fd\u6765\u81ea<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%ac%a7%e6%b4%b2\" title=\"View all posts in \u6b27\u6d32\" target=\"_blank\" class=\"tag_link\">\u6b27\u6d32<\/a>\u3002\u5f53\u6211\u79bb\u5f00\u65e7\u91d1\u5c71\u56de\u5230\u6b27\u6d32\u65f6\uff0c\u6211\u76f8\u4fe1\u4f60\u4e5f\u6709\u540c\u6837\u7684\u611f\u53d7\uff1a\u5f88\u591a\u5f00\u53d1\u8005\u548c\u5de5\u7a0b\u5e08\u8fd8\u6ca1\u6709\u771f\u6b63\u5f00\u59cb\u4f7f\u7528Codex\u548cagentic\u5de5\u5177\u3002\u5bf9\u4ed6\u4eec\u6765\u8bf4\uff0c\u4f60\u7684\u5efa\u8bae\u662f\u4ec0\u4e48\uff1f\u5728\u5165\u95e8\u65f6\uff0c\u4ed6\u4eec\u662f\u5426\u5e94\u8be5\u91cd\u65b0\u601d\u8003\u81ea\u5df1\u7684\u5de5\u4f5c\u65b9\u5f0f\u548c\u5de5\u4f5c\u6d41\u7a0b\uff1f<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6211\u7684\u7b2c\u4e00\u4e2a\u5efa\u8bae\u59cb\u7ec8\u662f\uff1a<strong>\u4ee5\u4e00\u79cd\u73a9\u4e50\u7684\u65b9\u5f0f\u53bb\u63a5\u89e6\u5b83\u3002<\/strong>\u5982\u679c\u4f60\u81f3\u5c11\u6709\u4e00\u70b9\u52a8\u624b\u80fd\u529b\uff0c\u5c31\u53bb\u6784\u5efa\u4f60\u4e00\u76f4\u60f3\u505a\u7684\u4e1c\u897f\u2014\u2014\u8111\u6d77\u91cc\u603b\u6709\u4e00\u4e2a\u60f3\u505a\u7684\u9879\u76ee\uff0c\u5c31\u5c3d\u60c5\u73a9\u4e00\u73a9\u3002\u5fc5\u987b\u4ee5\u4e00\u79cd\u73a9\u4e50\u7684\u5fc3\u6001\u53bb\u9762\u5bf9\u8fd9\u4e2a\u4e8b\u7269\u3002\u6211\u8bb0\u5f97Nvidia\u7684CEO\u4e5f\u8bf4\u8fc7\uff1a<strong>\u201c\u77ed\u671f\u5185\uff0c\u4f60\u4e0d\u4f1a\u88abAI\u53d6\u4ee3\uff0c\u800c\u662f\u88ab\u4f1a\u4f7f\u7528AI\u7684\u4eba\u53d6\u4ee3\u3002\u201d<\/strong><\/p>\n<p><strong>Romain\uff1a<\/strong>\u7528\u5f97\u66f4\u597d\u7684\u4eba\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u4f46\u5982\u679c\u4f60\u7684\u8eab\u4efd\u8ba4\u540c\u662f\uff1a\u6211\u60f3\u521b\u9020\u4e1c\u897f\uff0c\u6211\u60f3\u89e3\u51b3\u95ee\u9898\u2014\u2014\u5982\u679c\u4f60\u6709\u9ad8\u81ea\u4e3b\u6027\uff0c\u5982\u679c\u4f60\u8db3\u591f\u806a\u660e\uff0c\u4f60\u7684\u9700\u6c42\u91cf\u5c06\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u9ad8\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u73b0\u5728\u6b63\u662f\u521b\u4f5c\u8005\u62e5\u62b1\u8fd9\u4e9b\u5de5\u5177\u3001\u5f15\u5bfc\u597d\u5947\u5fc3\u7684\u7edd\u4f73\u65f6\u673a\uff0c\u4e5f\u662f\u771f\u6b63\u5c06\u4efb\u4f55\u60f3\u6cd5\u4ed8\u8bf8\u5b9e\u8df5\u7684\u65f6\u523b\uff0c\u5c31\u50cf\u4f60\u901a\u8fc7\u8fd9\u4e9b\u7cbe\u5f69\u9879\u76ee\u548cOpenClaw\u6240\u505a\u7684\u90a3\u6837\u3002<\/p>\n<p><strong>Peter\uff1a<\/strong>\u6211\u89c9\u5f97\u4e00\u5e74\u4e4b\u5185\uff0c\u8fd9\u5c06\u4f1a\u5f7b\u5e95\u7206\u53d1\u3002<\/p>\n<p><strong>Romain\uff1a<\/strong>\u662f\u554a\uff0c2026\u5e74\u5c06\u4f1a\u975e\u5e38\u6709\u8da3\u3002\u6211\u89c9\u5f97\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u68d2\u7684\u7ed3\u675f\u65b9\u5f0f\u3002\u975e\u5e38\u611f\u8c22\u4f60\uff0cPeter\uff0c\u62bd\u51fa\u65f6\u95f4\u63a5\u53d7\u91c7\u8bbf\u3002\u80fd\u548c\u4f60\u5171\u5ea6\u65f6\u5149\u771f\u662f\u592a\u68d2\u4e86\u3002\u6211\u4eec\u5728OpenAI\u90fd\u975e\u5e38\u559c\u6b22\u4f60\u7684\u5de5\u4f5c\uff0c\u4e5f\u5f88\u4e50\u610f\u652f\u6301\u50cf\u4f60\u8fd9\u6837\u7684\u5f00\u53d1\u8005\uff0c\u5766\u7387\u5730\u8bf4\uff0c\u4f60\u662f\u6574\u4e2a\u5f00\u53d1\u8005\u793e\u533a\u771f\u6b63\u7684\u7075\u611f\u6765\u6e90\u3002\u518d\u6b21\u611f\u8c22\uff0c\u6211\u4eec\u8feb\u4e0d\u53ca\u5f85\u60f3\u770b\u5230\u4f60\u63a5\u4e0b\u6765\u4f1a\u505a\u4e9b\u4ec0\u4e48\u3002<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u56fe\u7247\u6765\u6e90\uff1aYouTube 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