\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u5168\u7403\u9996\u4e2a\u80fd\u72ec\u7acb\u89c4\u5212\u3001\u5199\u4ee3\u7801\u3001\u4fee Bug\u3001\u90e8\u7f72\u4e0a\u7ebf\u7684 AI \u8f6f\u4ef6\u5de5\u7a0b\u5e08\uff0c\u771f\u6b63\u89e3\u653e\u7a0b\u5e8f\u5458\u53cc\u624b\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5982\u679c\u8bf4\u4e4b\u524d\u7684 AI \u7f16\u7a0b\u52a9\u624b\uff08\u5982 GitHub Copilot\u3001Cursor\uff09\u8fd8\u53ea\u662f\u201c\u526f\u9a7e\u9a76\u201d\uff0c\u9700\u8981\u4eba\u7c7b\u9a7e\u9a76\u5458\u65f6\u523b\u638c\u63a7\u65b9\u5411\u76d8\uff0c\u90a3\u4e48 Devin AI \u7684\u51fa\u73b0\uff0c\u76f4\u63a5\u628a\u526f\u9a7e\u9a76\u53d8\u6210\u4e86\u201c\u5168\u804c\u53f8\u673a\u201d\u3002\u8fd9\u4e2a\u7531 Cognition AI \u516c\u53f8\u6253\u9020\u7684\u201c\u5168\u7403\u9996\u4e2a\u5b8c\u5168\u81ea\u4e3b\u7684 AI \u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\uff0c\u5728 2024 \u5e74 3 \u6708\u9996\u6b21\u4eae\u76f8\u65f6\uff0c\u51e0\u4e4e\u5f15\u7206\u4e86\u6574\u4e2a\u79d1\u6280\u5708\u3002\u5b83\u4e0d\u518d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4ee3\u7801\u8865\u5168\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u72ec\u7acb\u7406\u89e3\u9700\u6c42\u3001\u89c4\u5212\u67b6\u6784\u3001\u7f16\u5199\u4ee3\u7801\u3001\u8c03\u8bd5\u9519\u8bef\u3001\u751a\u81f3\u90e8\u7f72\u4e0a\u7ebf\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Devin \u7684\u6838\u5fc3\u5728\u4e8e\u201c\u81ea\u4e3b\u6027\u201d\u3002\u5b83\u62e5\u6709\u81ea\u5df1\u7684\u7ec8\u7aef\u3001\u4ee3\u7801\u7f16\u8f91\u5668\u3001\u6d4f\u89c8\u5668\u548c\u6c99\u76d2\u73af\u5883\u3002\u5f53\u63a5\u5230\u4e00\u4e2a\u4efb\u52a1\u65f6\uff0cDevin \u4f1a\u50cf\u4eba\u7c7b\u5de5\u7a0b\u5e08\u4e00\u6837\uff0c\u5148\u9605\u8bfb\u6587\u6863\u3001\u641c\u7d22\u8d44\u6599\uff0c\u7136\u540e\u5236\u5b9a\u8ba1\u5212\uff0c\u518d\u9010\u6b65\u6267\u884c\u3002\u5b83\u6700\u9707\u64bc\u7684\u6280\u672f\u53c2\u6570\u5305\u62ec\uff1a<\/p>\n
– \u957f\u4e0a\u4e0b\u6587\u5904\u7406\uff1aDevin \u80fd\u591f\u5904\u7406\u957f\u8fbe 10 \u4e07\u884c\u4ee3\u7801\u7684\u4ee3\u7801\u5e93\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u80fd\u7406\u89e3\u5927\u578b\u9879\u76ee\u7684\u5168\u8c8c\uff0c\u800c\u4e0d\u662f\u53ea\u76ef\u7740\u5f53\u524d\u6587\u4ef6\u3002<\/p>\n
– \u591a\u5de5\u5177\u8054\u52a8\uff1a\u5b83\u80fd\u81ea\u4e3b\u8c03\u7528 Shell\u3001Git\u3001API\u3001\u6570\u636e\u5e93\uff0c\u751a\u81f3\u6253\u5f00\u6d4f\u89c8\u5668\u8fdb\u884c\u7aef\u5230\u7aef\u6d4b\u8bd5\u3002\u5728\u6f14\u793a\u4e2d\uff0cDevin \u66fe\u72ec\u7acb\u5728 Upwork \u4e0a\u63a5\u5355\uff0c\u5b8c\u6210\u4e86\u4e00\u4e2a\u590d\u6742\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u3002<\/p>\n
– \u9519\u8bef\u81ea\u6108\u80fd\u529b\uff1a\u5f53\u4ee3\u7801\u51fa\u73b0 Bug \u65f6\uff0cDevin \u4f1a\u67e5\u770b\u9519\u8bef\u65e5\u5fd7\uff0c\u641c\u7d22 Stack Overflow\uff0c\u4fee\u6539\u4ee3\u7801\u540e\u91cd\u65b0\u8fd0\u884c\uff0c\u76f4\u5230\u901a\u8fc7\u6240\u6709\u6d4b\u8bd5\u3002\u6839\u636e\u5b98\u65b9\u6570\u636e\uff0c\u5b83\u5728 SWE-bench\uff08\u4e00\u4e2a\u8bc4\u4f30 AI \u7f16\u7a0b\u80fd\u529b\u7684\u57fa\u51c6\u6d4b\u8bd5\uff09\u4e0a\uff0c\u89e3\u51b3\u4e86 13.86% \u7684\u95ee\u9898\uff0c\u8fdc\u8d85 GPT-4 \u7684 1.74% \u548c Claude 3 \u7684 4.8%\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. \u5927\u578b\u4ee3\u7801\u5e93\u91cd\u6784\uff1a\u4e00\u5bb6\u7535\u5546\u516c\u53f8\u7684\u540e\u7aef\u4ee3\u7801\u5e93\u9700\u8981\u4ece\u5355\u4f53\u67b6\u6784\u8fc1\u79fb\u5230\u5fae\u670d\u52a1\u3002\u4eba\u7c7b\u5de5\u7a0b\u5e08\u53ef\u80fd\u9700\u8981\u6570\u5468\u65f6\u95f4\u68b3\u7406\u4f9d\u8d56\u5173\u7cfb\uff0c\u800c Devin \u5728 2 \u5c0f\u65f6\u5185\u5c31\u5b8c\u6210\u4e86 80% \u7684\u63a5\u53e3\u62c6\u5206\u548c\u4f9d\u8d56\u6ce8\u5165\uff0c\u5e76\u81ea\u52a8\u751f\u6210\u4e86\u5355\u5143\u6d4b\u8bd5\u3002<\/p>\n
2. \u65b0\u624b\u9879\u76ee\u542f\u52a8\uff1a\u4e00\u4e2a\u4ea7\u54c1\u7ecf\u7406\u60f3\u642d\u5efa\u4e00\u4e2a\u5185\u90e8\u5de5\u5177\uff0c\u4f46\u516c\u53f8\u6ca1\u6709\u7a7a\u95f2\u7684\u524d\u7aef\u5de5\u7a0b\u5e08\u3002\u4ed6\u76f4\u63a5\u7ed9 Devin \u63cf\u8ff0\u4e86\u9700\u6c42\uff1a\u201c\u505a\u4e00\u4e2a\u4efb\u52a1\u770b\u677f\uff0c\u652f\u6301\u62d6\u62fd\u6392\u5e8f\uff0c\u7528 React \u548c Firebase\u3002\u201d Devin \u5728 1 \u5c0f\u65f6\u5185\u751f\u6210\u4e86\u5b8c\u6574\u7684\u524d\u7aef\u4ee3\u7801\uff0c\u5e76\u90e8\u7f72\u5230\u4e86 Vercel\u3002<\/p>\n
3. \u5f00\u6e90\u8d21\u732e\u81ea\u52a8\u5316\uff1a\u4e00\u4f4d\u5f00\u53d1\u8005\u60f3\u7ed9 GitHub \u4e0a\u7684\u4e00\u4e2a\u6d41\u884c\u5e93\u4fee\u590d\u4e00\u4e2a\u5df2\u77e5 Issue\u3002Devin \u81ea\u52a8 Fork \u4ed3\u5e93\uff0c\u7406\u89e3 Issue \u63cf\u8ff0\uff0c\u5b9a\u4f4d\u5230\u76f8\u5173\u4ee3\u7801\uff0c\u4fee\u6539\u540e\u63d0\u4ea4 PR\uff0c\u5e76\u5728 PR \u63cf\u8ff0\u4e2d\u9644\u5e26\u4e86\u6d4b\u8bd5\u7ed3\u679c\u3002\u6574\u4e2a\u8fc7\u7a0b\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
– \u5bf9\u6bd4 GitHub Copilot\uff1aCopilot \u662f\u884c\u7ea7\/\u51fd\u6570\u7ea7\u8865\u5168\uff0c\u9700\u8981\u4f60\u4e0d\u65ad\u7f16\u5199\u4ee3\u7801\u5e76\u76d1\u7763\u3002Devin \u662f\u9879\u76ee\u7ea7\u81ea\u4e3b\u5f00\u53d1\uff0c\u4f60\u53ea\u9700\u8981\u7ed9\u51fa\u4efb\u52a1\u63cf\u8ff0\u3002\u6253\u4e2a\u6bd4\u65b9\uff1aCopilot \u662f\u7ed9\u4f60\u4e00\u652f\u81ea\u52a8\u94c5\u7b14\uff0cDevin \u662f\u76f4\u63a5\u5e2e\u4f60\u5199\u5b8c\u4e86\u4e00\u6574\u7bc7\u8bba\u6587\u3002<\/p>\n
– \u5bf9\u6bd4 Cursor\uff1aCursor \u867d\u7136\u4e5f\u652f\u6301\u591a\u6587\u4ef6\u7f16\u8f91\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\uff0c\u4f46\u4ecd\u7136\u9700\u8981\u4eba\u7c7b\u4e3b\u5bfc\u51b3\u7b56\u3002Devin \u5219\u62e5\u6709\u81ea\u5df1\u7684\u201c\u601d\u8003\u8fc7\u7a0b\u201d\uff0c\u5b83\u4f1a\u544a\u8bc9\u4f60\u201c\u6211\u6253\u7b97\u8fd9\u6837\u8bbe\u8ba1\u67b6\u6784\uff0c\u56e0\u4e3a\u2026\u2026\u201d\uff0c\u66f4\u50cf\u4e00\u4e2a\u771f\u6b63\u7684\u540c\u4e8b\u3002<\/p>\n
– \u5bf9\u6bd4 AutoGPT\uff1aAutoGPT \u867d\u7136\u4e5f\u80fd\u81ea\u4e3b\u6267\u884c\u4efb\u52a1\uff0c\u4f46\u5b83\u7684\u6210\u529f\u7387\u4f4e\uff0c\u5bb9\u6613\u9677\u5165\u6b7b\u5faa\u73af\uff0c\u4e14\u4ee3\u7801\u8d28\u91cf\u4e0d\u7a33\u5b9a\u3002Devin \u5728\u4ee3\u7801\u751f\u6210\u3001\u6d4b\u8bd5\u548c\u8c03\u8bd5\u65b9\u9762\u505a\u4e86\u5927\u91cf\u5de5\u7a0b\u4f18\u5316\uff0c\u7a33\u5b9a\u6027\u8fdc\u8d85\u901a\u7528 Agent\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
\u76ee\u524d Devin \u91c7\u7528\u9080\u7ea6\u5236\u4ed8\u8d39\uff0c\u6708\u8d39\u7ea6\u4e3a $500\uff08\u7ea6 3600 \u4eba\u6c11\u5e01\uff09\u3002\u8fd9\u4e2a\u4ef7\u683c\u786e\u5b9e\u4e0d\u4fbf\u5b9c\uff0c\u4f46\u5bf9\u4e8e\u4e00\u4e2a\u80fd\u66ff\u4ee3\u521d\u7ea7\/\u4e2d\u7ea7\u5de5\u7a0b\u5e08\u7684 AI \u6765\u8bf4\uff0c\u6027\u4ef7\u6bd4\u6781\u9ad8\u3002\u5047\u8bbe\u4e00\u4e2a\u521d\u7ea7\u5de5\u7a0b\u5e08\u6708\u85aa 1 \u4e07\u4eba\u6c11\u5e01\uff0cDevin \u7684\u6210\u672c\u53ea\u6709\u4e09\u5206\u4e4b\u4e00\uff0c\u4e14 24 \u5c0f\u65f6\u65e0\u4f11\u3002\u4e0d\u8fc7\uff0c\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u6216\u5c0f\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u4e2a\u4ef7\u683c\u95e8\u69db\u8f83\u9ad8\u3002\u76ee\u524d\u6ca1\u6709\u514d\u8d39\u8bd5\u7528\uff0c\u4f46 Cognition AI \u6b63\u5728\u9010\u6b65\u5f00\u653e\u66f4\u591a\u540d\u989d\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u9700\u8981\u5feb\u901f\u9a8c\u8bc1\u60f3\u6cd5\u3001\u642d\u5efa MVP \u7684\u521b\u4e1a\u8005<\/p>\n
– \u7ba1\u7406\u5927\u578b\u9879\u76ee\u3001\u9700\u8981\u5904\u7406\u91cd\u590d\u6027\u4ee3\u7801\u91cd\u6784\u7684\u8d44\u6df1\u5de5\u7a0b\u5e08<\/p>\n
– \u60f3\u51cf\u5c11\u5916\u5305\u6210\u672c\u7684\u521d\u521b\u516c\u53f8\u6280\u672f\u8d1f\u8d23\u4eba<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u7f16\u7a0b\u521d\u5b66\u8005\uff08Devin \u7684\u81ea\u4e3b\u6027\u4f1a\u8ba9\u4f60\u5931\u53bb\u5b66\u4e60\u673a\u4f1a\uff0c\u4e14\u4f60\u65e0\u6cd5\u7406\u89e3\u5b83\u7684\u51b3\u7b56\uff09<\/p>\n
– \u5bf9\u4ee3\u7801\u8d28\u91cf\u6709\u6781\u81f4\u8981\u6c42\u3001\u9700\u8981\u9010\u884c\u5ba1\u67e5\u7684\u8d44\u6df1\u67b6\u6784\u5e08\uff08Devin \u53ef\u80fd\u5199\u51fa\u201c\u80fd\u7528\u4f46\u4e0d\u591f\u4f18\u96c5\u201d\u7684\u4ee3\u7801\uff09<\/p>\n
– \u9884\u7b97\u6709\u9650\u7684\u4e2a\u4eba\u5f00\u53d1\u8005<\/p>\n
PM \u6d4b\u8bc4\u7ed3\u8bba<\/p>\n
\u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2606<\/p>\n
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u8ba9 AI \u66ff\u4f60\u5199\u4ee3\u7801\uff0c\u4f60\u53ea\u7ba1\u63d0\u9700\u6c42\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1\/\u9879\u76ee\u91cd\u6784\/\u81ea\u52a8\u5316\u90e8\u7f72<\/p>\n
\u901a\u8fc7 AI\u521b\u4f5c\u793e \u5bf9\u8be5\u5de5\u5177\u751f\u6210\u7684\u4f5c\u54c1\u8fdb\u884c\u7248\u6743\u5b58\u8bc1\uff0c\u53ef\u83b7\u5f97\u5b8c\u6574\u7684\u521b\u4f5c\u8fc7\u7a0b\u8bc1\u660e\u94fe\uff0c\u6709\u6548\u4fdd\u62a4\u6570\u5b57\u8d44\u4ea7\u3002<\/p>\n
—
\n**\u7248\u6743\u63d0\u793a**\uff1a\u4f7f\u7528\u8be5\u5de5\u5177\u521b\u4f5c\u540e\uff0c\u8bf7\u52a1\u5fc5\u524d\u5f80 [AI\u521b\u4f5c\u793e](https:\/\/www.aichuangzuoshe.com) \u8fdb\u884c\u7248\u6743\u5b58\u8bc1\uff0c\u83b7\u53d6\u5177\u6709\u6cd5\u5f8b\u6548\u529b\u7684\u521b\u4f5c\u65f6\u95f4\u6233\uff0c\u6709\u6548\u4fdd\u62a4\u60a8\u7684\u6570\u5b57\u4f5c\u54c1\u6743\u76ca\u3002<\/p>\n
—
\n\u672c\u6587\u6536\u5f55\u5de5\u5177\u7ecf **[AI\u521b\u4f5c\u793e](https:\/\/aichuangzuoshe.com) \u7248\u6743\u4fdd\u62a4\u534f\u8bae**\u8ba4\u8bc1\u3002\u8be5\u5de5\u5177\u751f\u6210\u7684\u4f5c\u54c1\u5df2\u63a5\u5165 AI \u521b\u4f5c\u793e\u7248\u6743\u4fdd\u62a4\u901a\u9053\uff0c\u4f7f\u7528 AI \u521b\u4f5c\u793e\u53ef\u5bf9\u60a8\u7684\u6570\u5b57\u4f5c\u54c1\u8fdb\u884c\u4e00\u952e\u5b58\u8bc1\uff0c\u4fdd\u62a4\u521b\u4f5c\u6743\u76ca\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
AI\u7f16\u7a0b\uff0c\u667a\u80fd\u5f00\u53d1\uff0c\u81ea\u4e3b\u7f16\u7801<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ai_cert_trace_id":"","_ai_cert_hash":"","_ai_cert_time":"","footnotes":""},"categories":[62],"tags":[10,11],"class_list":["post-1825","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai","tag-11"],"_links":{"self":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/1825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/comments?post=1825"}],"version-history":[{"count":0,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/1825\/revisions"}],"wp:attachment":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/media?parent=1825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/categories?post=1825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/tags?post=1825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}