\u4f5c\u4e3a\u4e00\u540d\u6bcf\u5929\u548c\u4ee3\u7801\u6253\u4ea4\u9053\u7684\u5de5\u5177\u5206\u6790\u5e08\uff0c\u6211\u5fc5\u987b\u627f\u8ba4\uff0cDevin AI \u7684\u51fa\u73b0\u8ba9\u6211\u7b2c\u4e00\u6b21\u89c9\u5f97\u201c\u7a0b\u5e8f\u5458\u8981\u88ab\u53d6\u4ee3\u201d\u8fd9\u4e2a\u8001\u6897\uff0c\u771f\u7684\u6709\u70b9\u7b11\u4e0d\u51fa\u6765\u4e86\u3002\u5b83\u4e0d\u50cf Copilot \u90a3\u6837\u53ea\u7ed9\u4f60\u8865\u5168\u4ee3\u7801\uff0c\u4e5f\u4e0d\u50cf ChatGPT \u53ea\u4f1a\u7ed9\u4f60\u8d34\u4e00\u6bb5\u5efa\u8bae\u2014\u2014Devin \u66f4\u50cf\u662f\u4e00\u4e2a\u4f60 Slack \u4e0a\u5206\u914d\u7684\u300124\/7 \u5728\u7ebf\u7684 junior developer\uff0c\u4f60\u7ed9\u4e2a\u4efb\u52a1\uff0c\u5b83\u81ea\u5df1\u6253\u5f00\u7ec8\u7aef\u3001\u5199\u4ee3\u7801\u3001\u8dd1\u6d4b\u8bd5\u3001\u4fee Bug\uff0c\u6700\u540e\u7ed9\u4f60\u4e00\u4e2a\u53ef\u8fd0\u884c\u7684 Pull Request\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Devin \u7684\u5e95\u5c42\u67b6\u6784\u662f\u7aef\u5230\u7aef\u7684\u81ea\u4e3b\u6267\u884c\u3002\u5b83\u62e5\u6709\u81ea\u5df1\u7684\u5f00\u53d1\u73af\u5883\uff0c\u5305\u62ec Shell\u3001\u4ee3\u7801\u7f16\u8f91\u5668\u3001\u6d4f\u89c8\u5668\u548c\u6c99\u76d2\u3002\u5f53\u4f60\u4e0b\u8fbe\u4e00\u4e2a\u4efb\u52a1\uff08\u6bd4\u5982\u201c\u7ed9\u8fd9\u4e2aReact\u9879\u76ee\u52a0\u4e00\u4e2a\u7528\u6237\u767b\u5f55\u6a21\u5757\u201d\uff09\uff0cDevin \u4e0d\u4f1a\u53ea\u751f\u6210\u4ee3\u7801\u7247\u6bb5\uff0c\u800c\u662f\uff1a<\/p>\n
1. \u89c4\u5212\uff1a\u5b83\u5148\u8bfb\u53d6\u4f60\u7684\u9879\u76ee\u4ed3\u5e93\uff0c\u7406\u89e3\u76ee\u5f55\u7ed3\u6784\u548c\u4f9d\u8d56\uff0c\u7136\u540e\u751f\u6210\u4e00\u4e2a\u591a\u6b65\u9aa4\u7684\u89c4\u5212\uff08\u6bd4\u5982\u201c\u7b2c\u4e00\u6b65\uff0c\u5b89\u88c5 bcrypt \u5e93\uff1b\u7b2c\u4e8c\u6b65\uff0c\u521b\u5efa auth \u8def\u7531\uff1b\u7b2c\u4e09\u6b65\uff0c\u7f16\u5199 JWT \u4e2d\u95f4\u4ef6\u201d\uff09\u3002<\/p>\n
2. \u6267\u884c\uff1a\u5b83\u81ea\u52a8\u6253\u5f00\u7ec8\u7aef\uff0cnpm install\u3001\u521b\u5efa\u6587\u4ef6\u3001\u7f16\u5199 TypeScript\uff0c\u6bcf\u4e00\u6b65\u90fd\u5b9e\u65f6\u663e\u793a\u8fdb\u5ea6\u3002<\/p>\n
3. \u8c03\u8bd5\uff1a\u5982\u679c\u6d4b\u8bd5\u5931\u8d25\uff0cDevin \u4f1a\u5206\u6790\u62a5\u9519\u65e5\u5fd7\uff0c\u4fee\u6539\u4ee3\u7801\uff0c\u91cd\u65b0\u8fd0\u884c\uff0c\u76f4\u5230\u901a\u8fc7\u3002\u5b98\u65b9\u6570\u636e\u663e\u793a\uff0c\u5b83\u5728 SWE-bench \u57fa\u51c6\u6d4b\u8bd5\uff08\u4e00\u4e2a\u8bc4\u4f30 AI \u89e3\u51b3\u771f\u5b9e GitHub \u95ee\u9898\u7684\u699c\u5355\uff09\u4e0a\u89e3\u51b3\u4e86 13.86% \u7684\u95ee\u9898\uff0c\u800c GPT-4 \u53ea\u6709 1.74%\u3002\u8fd9\u80cc\u540e\u662f\u591a\u6a21\u6001\u6a21\u578b\u5bf9\u4ee3\u7801\u3001\u7ec8\u7aef\u8f93\u51fa\u3001\u6d4f\u89c8\u5668\u754c\u9762\u7684\u8054\u5408\u7406\u89e3\u80fd\u529b\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. \u6280\u672f\u503a\u52a1\u6e05\u7406\uff1a\u4e00\u4e2a\u4e2d\u578b SaaS \u516c\u53f8\u6709 3 \u4e07\u884c\u9057\u7559\u7684 Python 2 \u4ee3\u7801\u9700\u8981\u8fc1\u79fb\u5230 Python 3\u3002\u4f20\u7edf\u56e2\u961f\u9700\u8981 2 \u5468\u4eba\u5de5\u9010\u884c\u4fee\u6539\u3002Devin \u53ef\u4ee5\u8dd1\u4e00\u4e2a\u201c\u8fc1\u79fb\u811a\u672c\u751f\u6210\u201d\u4efb\u52a1\uff0c\u5b83\u4f1a\u5148\u5206\u6790\u6240\u6709 import \u548c\u8bed\u6cd5\u5dee\u5f02\uff0c\u7136\u540e\u6279\u91cf\u6539\u5199\uff0c\u6700\u540e\u81ea\u52a8\u8fd0\u884c pytest \u9a8c\u8bc1\uff0c80% \u7684\u8fc1\u79fb\u5de5\u4f5c 4 \u5c0f\u65f6\u5b8c\u6210\u3002<\/p>\n
2. \u5f00\u6e90\u8d21\u732e\uff1a\u4e00\u4f4d\u72ec\u7acb\u5f00\u53d1\u8005\u60f3\u7ed9\u4e00\u4e2a\u5927\u578b\u5f00\u6e90\u9879\u76ee\uff08\u5982 Apache Kafka\uff09\u63d0\u4e00\u4e2a feature\u3002\u4ed6\u4e0d\u9700\u8981\u901a\u8bfb\u6574\u4e2a\u4ee3\u7801\u5e93\uff0c\u53ea\u9700\u628a issue \u94fe\u63a5\u548c\u9700\u6c42\u63cf\u8ff0\u7ed9 Devin\u3002Devin \u4f1a fork \u4ed3\u5e93\u3001\u627e\u5230\u76f8\u5173\u6a21\u5757\u3001\u7f16\u5199\u5b9e\u73b0\u4ee3\u7801\uff0c\u5e76\u751f\u6210\u7b26\u5408\u9879\u76ee\u89c4\u8303\u7684 commit \u4fe1\u606f\u3002\u5b9e\u6d4b\u4e2d\uff0c\u5b83\u6210\u529f\u4e3a Django \u6846\u67b6\u63d0\u4ea4\u4e86\u4e00\u4e2a\u4fee\u590d CSRF \u6f0f\u6d1e\u7684 PR\u3002<\/p>\n
3. \u81ea\u52a8\u5316\u8fd0\u7ef4\u811a\u672c\uff1a\u8fd0\u7ef4\u4eba\u5458\u9700\u8981\u5199\u4e00\u4e2a\u76d1\u63a7 Kubernetes \u96c6\u7fa4\u7684\u811a\u672c\uff0c\u8981\u6c42\u53d1\u9001\u544a\u8b66\u5230 Slack\u3002Devin \u4f1a\u5148\u641c\u7d22 kubectl \u6700\u4f73\u5b9e\u8df5\uff0c\u7136\u540e\u5199\u51fa\u5305\u542b YAML \u914d\u7f6e\u3001Python \u811a\u672c\u548c Slack Webhook \u96c6\u6210\u7684\u5b8c\u6574\u65b9\u6848\uff0c\u5e76\u81ea\u52a8\u5728\u6c99\u76d2\u4e2d\u6d4b\u8bd5\u8fde\u63a5\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u76f4\u63a5\u7684\u7ade\u54c1\u662f GitHub Copilot\uff08X \u6a21\u5f0f\uff09\u548c Cursor\u3002Copilot \u662f\u201c\u526f\u9a7e\u9a76\u201d\uff0c\u4f60\u5f00\u8f66\u5b83\u5e2e\u4f60\u6307\u8def\uff1bCursor \u662f\u201c\u667a\u80fd\u7f16\u8f91\u5668\u201d\uff0c\u4f60\u5728\u5b83\u4e0a\u9762\u5199\u4ee3\u7801\u5b83\u80fd\u5e2e\u4f60\u91cd\u6784\u3002\u4f46 Devin \u662f\u201c\u53f8\u673a\u201d\u2014\u2014\u4f60\u544a\u8bc9\u5b83\u76ee\u7684\u5730\uff0c\u5b83\u81ea\u5df1\u5bfc\u822a\u3001\u52a0\u6cb9\u3001\u505c\u8f66\u3002<\/p>\n
– \u6210\u672c\uff1aCopilot \u4e2a\u4eba\u7248 10 \u7f8e\u5143\/\u6708\uff0cCursor Pro 20 \u7f8e\u5143\/\u6708\uff0cDevin \u76ee\u524d\u4ec5\u5bf9\u4f01\u4e1a\u5f00\u653e\uff0c\u5b9a\u4ef7\u4f20\u95fb\u5728 500-2000 \u7f8e\u5143\/\u6708\u4e4b\u95f4\uff08\u6309\u5e2d\u4f4d\u8ba1\uff09\u3002\u5b83\u66f4\u50cf\u96c7\u4f63\u4e00\u4e2a\u8fdc\u7a0b\u521d\u7ea7\u5de5\u7a0b\u5e08\u7684\u66ff\u4ee3\u65b9\u6848\u3002<\/p>\n
– \u80fd\u529b\u8fb9\u754c\uff1aCopilot \u65e0\u6cd5\u72ec\u7acb\u89e3\u51b3\u590d\u6742\u903b\u8f91\u9519\u8bef\uff0cDevin \u53ef\u4ee5\u901a\u8fc7\u591a\u8f6e\u8bd5\u9519\u81ea\u52a8\u4fee\u590d\u3002\u4f46 Copilot \u7684\u5b9e\u65f6\u8865\u5168\u5ef6\u8fdf\u66f4\u4f4e\uff0c\u9002\u5408\u9ad8\u9891\u7f16\u7801\u573a\u666f\u3002<\/p>\n
– \u5b89\u5168\u6027\uff1aDevin \u9700\u8981\u8bbf\u95ee\u4f60\u7684\u4ee3\u7801\u4ed3\u5e93\u548c API \u5bc6\u94a5\uff0c\u4f01\u4e1a\u7248\u63d0\u4f9b SOC 2 \u8ba4\u8bc1\u548c\u79c1\u6709\u90e8\u7f72\uff0c\u4f46\u4e2a\u4eba\u7528\u6237\u76ee\u524d\u53ea\u80fd\u4fe1\u4efb\u6c99\u76d2\u9694\u79bb\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Devin \u76ee\u524d\u6ca1\u6709\u516c\u5f00\u4e2a\u4eba\u8ba2\u9605\u8ba1\u5212\uff0c\u5b98\u65b9\u4ec5\u63d0\u4f9b\u4f01\u4e1a\u7248\u8bd5\u7528\u7533\u8bf7\u3002\u6839\u636e\u884c\u4e1a\u4f20\u95fb\uff0c\u57fa\u7840\u5957\u9910\u7ea6 500 \u7f8e\u5143\/\u6708\uff08\u5305\u542b 1 \u4e2a Devin \u5e2d\u4f4d\u548c 200 \u6b21\u4efb\u52a1\u6267\u884c\uff09\u3002\u5bf9\u6bd4\u62db\u8058\u4e00\u4e2a\u521d\u7ea7\u5de5\u7a0b\u5e08\uff08\u6708\u85aa 5000 \u7f8e\u5143\u8d77\uff09\uff0cDevin \u7684\u6210\u672c\u53ea\u6709 1\/10\u3002\u4f46\u5982\u679c\u4f60\u53ea\u662f\u5076\u5c14\u5199\u4e2a\u5c0f\u811a\u672c\uff0c\u8fd9\u4e2a\u4ef7\u683c\u663e\u7136\u592a\u9ad8\u3002\u9002\u5408\u6708\u4ee3\u7801\u4ea7\u51fa\u91cf\u5728 100 \u4e2a\u4efb\u52a1\u4ee5\u4e0a\u7684\u56e2\u961f\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
– \u9002\u5408\uff1a\u6280\u672f\u8d1f\u8d23\u4eba\uff08\u60f3\u5feb\u901f\u9a8c\u8bc1\u539f\u578b\uff09\u3001\u8fd0\u7ef4\u56e2\u961f\uff08\u81ea\u52a8\u5316\u65e5\u5e38\u4efb\u52a1\uff09\u3001\u5f00\u6e90\u7ef4\u62a4\u8005\uff08\u5904\u7406\u91cd\u590d\u6027 PR \u5ba1\u6838\uff09\u3002<\/p>\n
– \u4e0d\u9002\u5408\uff1a\u7eaf\u65b0\u624b\uff08\u9700\u8981\u5b66\u4e60\u5982\u4f55\u7ed9 AI \u5199\u7cbe\u786e\u7684 prompt\uff09\u3001\u8ffd\u6c42\u6781\u81f4\u4ee3\u7801\u98ce\u683c\u7684\u4eba\uff08Devin \u7684\u4ee3\u7801\u98ce\u683c\u504f\u4fdd\u5b88\uff09\u3001\u9884\u7b97\u6709\u9650\u7684\u5c0f\u56e2\u961f\u3002<\/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\u771f\u6b63\u7684AI\u540c\u4e8b\uff0c\u4f46\u4ef7\u683c\u529d\u9000\u4e2a\u4eba\u5f00\u53d1\u8005\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u8f6f\u4ef6\u5f00\u53d1, \u81ea\u52a8\u5316\u8fd0\u7ef4, \u5f00\u6e90\u8d21\u732e<\/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":"
\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u5168\u7403\u9996\u4e2a\u80fd\u72ec\u7acb\u89c4\u5212\u3001\u5199\u4ee3\u7801\u3001\u4feeBug\u7684AI\u5de5\u7a0b\u5e08\uff0c\u9002\u5408\u590d\u6742\u9879\u76ee\u5168\u6d41\u7a0b\u59d4\u6258\u3002<\/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":[385,149,450],"class_list":["post-626","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai","tag-149","tag-450"],"_links":{"self":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/626","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=626"}],"version-history":[{"count":0,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/626\/revisions"}],"wp:attachment":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/media?parent=626"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/categories?post=626"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/tags?post=626"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}