2026\u5e74\uff0c\u4f60\u7684\u4ee3\u7801\u6709\u4e00\u534a\u53ef\u80fd\u4e0d\u662f\u4f60\u5199\u7684\u2014\u2014\u800c\u4e14\u4f60\u6839\u672c\u770b\u4e0d\u51fa\u6765\u3002<\/p>\n
Simon Willison\uff08Django\u8054\u5408\u521b\u59cb\u4eba\u3001Datasette\u4f5c\u8005\uff09\u524d\u51e0\u5929\u5728Heavybit\u7684\u64ad\u5ba2\u91cc\u8bf4\u4e86\u53e5\u5927\u5b9e\u8bdd\uff1a\u4ed6\u53d1\u73b0\u81ea\u5df1\u5df2\u7ecf\u4e0d\u518d\u5ba1\u67e5Claude\u751f\u6210\u7684\u6bcf\u4e00\u884c\u4ee3\u7801\u4e86\u3002\u4e0d\u662f\u4e0d\u60f3\uff0c\u662f\u505a\u4e0d\u5230\u3002\u5f53Agent\u4e00\u5c0f\u65f6\u80fd\u4ea7\u51fa\u4e24\u767e\u884c\u4ee3\u7801\u53d8\u6210\u4e24\u5343\u884c\u7684\u65f6\u5019\uff0c\u6240\u8c13\u7684”\u4ee3\u7801\u5ba1\u67e5”\u5c31\u6210\u4e86\u4e00\u4e2a\u7b11\u8bdd\u3002<\/p>\n
\u8fd9\u4e0d\u662f\u67d0\u4e2a\u6781\u5ba2\u7684\u8fc7\u5ea6\u7126\u8651\u3002\u8fd9\u7bc7\u64ad\u5ba2\u7684\u8ba8\u8bba\u5728Hacker News\u4e0a\u70b8\u51fa\u4e86671\u6761\u8bc4\u8bba\u3001619\u4e2a\u70b9\u8d5e\u2014\u2014\u8bf4\u660e\u6574\u4e2a\u884c\u4e1a\u90fd\u5361\u5728\u4e86\u540c\u4e00\u4e2a\u95ee\u9898\u4e0a\uff1aAI\u5199\u4ee3\u7801\u7684\u901f\u5ea6\uff0c\u6b63\u5728\u4ee5\u4e00\u79cd\u6211\u4eec\u6ca1\u51c6\u5907\u597d\u9762\u5bf9\u7684\u65b9\u5f0f\uff0c\u51fb\u7a7f\u8f6f\u4ef6\u5f00\u53d1\u6d41\u7a0b\u4e2d\u6bcf\u4e00\u4e2a\u4f9d\u8d56”\u4eba”\u7684\u73af\u8282\u3002<\/p>\n
\u6211\u4fe1\u4efbAI\u751f\u6210\u7684\u4ee3\u7801\uff0c\u4f46AI\u4e0d\u4f1a\u4e3a\u81ea\u5df1\u7684\u4ee3\u7801\u8d1f\u8d23<\/b><\/p>\n
Simon\u5728\u64ad\u5ba2\u91cc\u8bb2\u4e86\u4e00\u4e2a\u573a\u666f\uff0c\u6211\u89c9\u5f97\u6bcf\u4e00\u4e2a\u6b63\u5728\u7528AI\u5199\u751f\u4ea7\u4ee3\u7801\u7684\u4eba\u90fd\u80fd\u4ee3\u5165\uff1a<\/p>\n
\u4ed6\u8ba9Claude Code\u5199\u4e00\u4e2aJSON API\u7aef\u70b9\uff0c\u8dd1\u4e2aSQL\u67e5\u8be2\u7136\u540e\u628a\u7ed3\u679c\u8f93\u51fa\u6210JSON\u3002Claude\u641e\u5b9a\u4e86\uff0c\u52a0\u4e0a\u4e86\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u5199\u597d\u4e86\u6587\u6863\uff0c\u4e00\u5207\u90fd\u5b8c\u7f8e\u3002\u4f46Simon\u6ca1\u770b\u90a3\u4e9b\u4ee3\u7801\u3002<\/p>\n
“\u5982\u679c\u6211\u6ca1\u5ba1\u67e5\u4ee3\u7801\uff0c\u6211\u8fd8\u80fd\u8d1f\u8d23\u4efb\u5730\u628a\u8fd9\u4e1c\u897f\u7528\u5230\u751f\u4ea7\u73af\u5883\u5417\uff1f”<\/p>\n
\u4ed6\u540e\u6765\u60f3\u901a\u4e86\u2014\u2014\u5728\u5927\u516c\u53f8\u91cc\uff0c\u4f60\u4f9d\u8d56\u5176\u4ed6\u56e2\u961f\u5199\u7684\u7ec4\u4ef6\u65f6\uff0c\u4e5f\u4e0d\u4f1a\u53bb\u901a\u8bfb\u5bf9\u65b9\u7684\u6bcf\u4e00\u884c\u4ee3\u7801\u3002\u4f60\u4f1a\u770b\u6587\u6863\u3001\u8dd1\u51e0\u6b21\u529f\u80fd\u6d4b\u8bd5\uff0c\u6ca1\u95ee\u9898\u5c31\u7528\u4e86\u3002\u76f4\u5230\u51fa\u95ee\u9898\u624d\u53bb\u7ffbGit\u8bb0\u5f55\u3002\u4ed6\u628aAI Agent\u4e5f\u5f53\u6210\u8fd9\u6837\u4e00\u4e2a”\u53ef\u7591\u4f46\u76ee\u524d\u4e3a\u6b62\u6ca1\u51fa\u8fc7\u95ee\u9898\u7684\u5916\u5305\u56e2\u961f”\u3002<\/p>\n
\u533a\u522b\u5728\u54ea\uff1f\u4e00\u4e2a\u5916\u5305\u56e2\u961f\u6709\u804c\u4e1a\u58f0\u8a89\u8981\u7ef4\u62a4\uff0c\u4ed6\u4eec\u4f1a\u56e0\u4e3a\u5199\u51fa\u5783\u573e\u4ee3\u7801\u800c\u4e22\u6389\u4e0b\u4e00\u4e2a\u5408\u540c\u3002Claude Code\u6ca1\u6709\u8fd9\u4e2a\u7ea6\u675f\u3002\u5b83\u6628\u5929\u5e2e\u4f60\u5199\u51fa\u4e86\u5b8c\u7f8e\u7684SQL\u67e5\u8be2\uff0c\u4e0d\u4ee3\u8868\u660e\u5929\u4e0d\u4f1a\u5728\u652f\u4ed8\u903b\u8f91\u91cc\u57cb\u4e00\u4e2a\u707e\u96be\u6027\u7684bug\u3002<\/p>\n
\u6bcf\u5929200\u884c\u53d8\u62102000\u884c\uff0c\u6574\u4e2a\u6d41\u7a0b\u90fd\u5d29\u4e86<\/b><\/p>\n
Simon\u63d0\u51fa\u4e86\u4e00\u4e2a\u654f\u9510\u7684\u89c2\u5bdf\uff1a\u6574\u4e2a\u8f6f\u4ef6\u5f00\u53d1\u751f\u547d\u5468\u671f\u7684\u8bbe\u8ba1\uff0c\u662f\u5efa\u7acb\u5728”\u4e00\u5929\u5199\u51e0\u767e\u884c\u4ee3\u7801”\u8fd9\u4e2a\u524d\u63d0\u4e0a\u7684\u3002\u73b0\u5728\u8fd9\u4e2a\u524d\u63d0\u4e0d\u5b58\u5728\u4e86\u3002<\/p>\n
\u8fd9\u4e2a\u8fde\u9501\u53cd\u5e94\u4ece\u6700\u4e0a\u6e38\u5c31\u5f00\u59cb\u4e86\u3002Anthropic\u7684\u8bbe\u8ba1\u8d1f\u8d23\u4ebaJenny Wen\u8bf4\u8fc7\uff0c\u4f20\u7edf\u8bbe\u8ba1\u6d41\u7a0b\u5982\u6b64\u5197\u957f\u7ec6\u81f4\uff0c\u662f\u56e0\u4e3a\u4e00\u65e6\u8bbe\u8ba1\u7a3f\u4ea4\u5230\u5de5\u7a0b\u5e08\u624b\u91cc\uff0c\u4ed6\u4eec\u8981\u7528\u4e09\u4e2a\u6708\u6765\u5f00\u53d1\uff0c\u641e\u9519\u4e86\u5c31\u662f\u707e\u96be\u3002\u4f46\u5982\u679c\u4e09\u4e2a\u6708\u53d8\u6210\u4e09\u5929\u5462\uff1f\u8bbe\u8ba1\u6d41\u7a0b\u91cc\u90a3\u4e9b\u7e41\u91cd\u7684\u6821\u9a8c\u3001\u539f\u578b\u3001\u7528\u6237\u6d4b\u8bd5\uff0c\u6709\u591a\u5c11\u662f\u88ab”\u5f00\u53d1\u6210\u672c\u592a\u9ad8”\u8fd9\u4e2a\u5047\u8bbe\u903c\u51fa\u6765\u7684\uff1f<\/p>\n
\u4e0b\u6e38\u7684\u95ee\u9898\u66f4\u5b9e\u5728\u3002Git\u4ed3\u5e93\u91cc\u6709100\u4e2acommit\u3001\u6f02\u4eae\u7684README\u3001\u5168\u9762\u7684\u6d4b\u8bd5\u8986\u76d6\u2014\u2014\u8fd9\u5728\u4ee5\u524d\u51e0\u4e4e\u7b49\u4e8e”\u8fd9\u4e2a\u9879\u76ee\u5f88\u9760\u8c31”\u3002\u73b0\u5728\u534a\u5c0f\u65f6\u5c31\u80fd\u7cca\u4e00\u4e2a\u770b\u8d77\u6765\u4e00\u6a21\u4e00\u6837\u7684\u51fa\u6765\u3002Simon\u8bf4\u4ed6\u81ea\u5df1\u90fd\u5206\u4e0d\u6e05\u81ea\u5df1\u54ea\u4e2a\u9879\u76ee\u662f\u771f\u7684\u7528\u5fc3\u505a\u7684\u3001\u54ea\u4e2a\u662fAI\u4e94\u5206\u949f\u5410\u51fa\u6765\u7684\u3002<\/p>\n
\u4ee3\u7801\u91cf\u7684\u66b4\u589e\u6ca1\u6709\u51cf\u5c11bug\u2014\u2014\u5b83\u53ea\u662f\u8ba9bug\u85cf\u5f97\u66f4\u6df1\u4e86\u3002<\/p>\n
\u771f\u6b63\u8ba9\u6211\u5728\u610f\u7684\u662f\uff1a\u4f60\u5230\u5e95\u7528\u6ca1\u7528\u8fc7\u8fd9\u4e2a\u4e1c\u897f\uff1f<\/b><\/p>\n
Simon\u5728\u6587\u7ae0\u91cc\u8bf4\u4e86\u53e5\u633a\u5b9e\u5728\u7684\u5224\u65ad\u6807\u51c6\uff1a<\/p>\n
“\u6211\u66f4\u770b\u91cd\u7684\u662f\uff0c\u6709\u6ca1\u6709\u4eba\u771f\u6b63\u4f7f\u7528\u8fc7\u8fd9\u4e2a\u4e1c\u897f\u3002\u5982\u679c\u4e00\u4e2avibe coded\u7684\u4e1c\u897f\u4f60\u8fde\u7eed\u7528\u4e86\u4e24\u5468\uff0c\u90a3\u6bd4\u4e00\u4e2a\u521a\u7528AI\u55b7\u51fa\u6765\u7684\u3001\u51e0\u4e4e\u6ca1\u8dd1\u8fc7\u7684\u9879\u76ee\u6709\u4ef7\u503c\u5f97\u591a\u3002”<\/p>\n
\u8fd9\u8bdd\u542c\u7740\u7b80\u5355\uff0c\u4f46\u6bd4\u4efb\u4f55\u4ee3\u7801\u8d28\u91cf\u6307\u6807\u90fd\u66f4\u672c\u8d28\u3002\u4ee3\u7801\u5199\u5f97\u518d\u6f02\u4eae\uff0c\u6ca1\u5728\u5b9e\u9645\u573a\u666f\u91cc\u63a5\u53d7\u8fc7\u6bd2\u6253\uff0c\u5c31\u53ea\u662f\u4e00\u5806\u6f02\u4eae\u7684\u5b57\u7b26\u4e32\u3002AI\u53ef\u4ee5\u5728\u8bed\u6cd5\u4e0a\u96f6\u9519\u8bef\u3001\u6d4b\u8bd5\u8986\u76d6\u7387100%\u3001\u6587\u6863\u5199\u5f97\u51fa\u795e\u5165\u5316\u2014\u2014\u4f46\u5b83\u4e0d\u77e5\u9053\u8fd9\u4e9b\u4ee3\u7801\u62ff\u5230\u771f\u5b9e\u7528\u6237\u9762\u524d\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002<\/p>\n
Agentic Engineering\u7684\u4e0b\u4e00\u6b65\uff1a\u63a5\u53d7\u5931\u63a7\uff0c\u4f46\u8981\u5b66\u4f1a\u9a7e\u9a6d<\/b><\/p>\n
\u6587\u7ae0\u91cc\u63d0\u51fa\u7684\u4e00\u4e2a\u6838\u5fc3\u533a\u5206\u662f\uff1a<\/p>\n
– Vibe Coding\uff1a\u8ba9AI\u5199\u3001AI\u8dd1\u3001\u51fa\u4e86\u95ee\u9898AI\u4fee\uff0c\u4f60\u5168\u7a0b\u4e0d\u770b\u4ee3\u7801\u3002\u9002\u5408\u4e2a\u4eba\u5de5\u5177\u3001\u5355\u6b21\u811a\u672c\u3002
\n– Agentic Engineering\uff1a\u4f60\u4ecd\u7136\u662f\u90a3\u4e2a\u670925\u5e74\u7ecf\u9a8c\u7684\u5de5\u7a0b\u5e08\uff0c\u53ea\u662fAI\u628a\u4f60\u7684\u4ea7\u51fa\u653e\u5927\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7\u3002<\/p>\n
\u4f46\u95ee\u9898\u662f\uff0c\u8fd9\u4e24\u4e2a\u4e1c\u897f\u6b63\u5728\u6a21\u7cca\u3002\u5f53Agent\u751f\u6210\u7684\u57fa\u7840\u8bbe\u65bd\u4ee3\u7801\uff08SQL\u67e5\u8be2\u3001API\u7aef\u70b9\u3001\u6837\u677f\u6d4b\u8bd5\uff09\u786e\u5b9e\u51e0\u4e4e\u4e0d\u51fa\u9519\u65f6\uff0c\u4f60\u51ed\u4ec0\u4e48\u8fd8\u8981\u6bcf\u884c\u90fd\u770b\uff1f\u4f60\u51ed\u4ec0\u4e48\u8ba9\u81ea\u5df1\u7684\u6548\u7387\u505c\u5728\u4eba\u7c7b\u7684\u901f\u5ea6\uff1f<\/p>\n
Simon\u81ea\u5df1\u4e5f\u6ca1\u6709\u7b54\u6848\u3002\u4ed6\u53ea\u662f\u627f\u8ba4\u4e86\u8fd9\u4e2a\u73b0\u5b9e\uff0c\u5e76\u628a\u5b83\u644a\u5f00\u6765\u8bf4\u4e86\u3002<\/p>\n
\u5199\u5728\u6700\u540e<\/b><\/p>\n
\u5982\u679c\u4f60\u4e5f\u5728\u7528AI\u5199\u751f\u4ea7\u4ee3\u7801\uff0c\u6709\u51e0\u70b9\u6211\u89c9\u5f97\u503c\u5f97\u8bb0\u4f4f\uff1a<\/p>\n
1. \u4fe1\u4efb\u662f\u79ef\u7d2f\u7684\uff0c\u4e0d\u662f\u9ed8\u8ba4\u7684\u3002\u8ba9Agent\u4ece\u5c0f\u4efb\u52a1\u5f00\u59cb\u8bc1\u660e\u81ea\u5df1\uff0c\u9010\u6b65\u6269\u5927\u8303\u56f4
\n2. \u4e0d\u5ba1\u67e5\u4ee3\u7801\u4e0d\u7b49\u4e8e\u4e0d\u6d4b\u8bd5\u3002\u7aef\u5230\u7aef\u6d4b\u8bd5\u3001\u5192\u70df\u6d4b\u8bd5\u3001\u7ebf\u4e0a\u76d1\u63a7\uff0c\u8fd9\u4e9b\u6bd4\u4eba\u5de5\u4ee3\u7801\u5ba1\u67e5\u66f4\u80fd\u515c\u5e95
\n3. \u4ee3\u7801\u91cf\u4e0d\u662f\u751f\u4ea7\u529b\u6307\u6807\u30022000\u884c\u4e00\u5929\u770b\u8d77\u6765\u5f88\u7f8e\uff0c\u4f46\u53ef\u80fd\u53ea\u662f2000\u884c\u6280\u672f\u503a
\n4. \u771f\u5b9e\u4f7f\u7528\u662f\u6700\u597d\u7684\u6d4b\u8bd5\u3002\u4f60\u6bcf\u5929\u5728\u7528\u7684\u4e1c\u897f\uff0c\u6bd4\u6240\u6709CI pipeline\u52a0\u8d77\u6765\u90fd\u53ef\u9760<\/p>\n
AI\u5199\u4ee3\u7801\u8fd9\u4ef6\u4e8b\u5df2\u7ecf\u56de\u4e0d\u53bb\u4e86\u3002\u95ee\u9898\u4e0d\u662f”\u8981\u4e0d\u8981\u8ba9AI\u5199”\uff0c\u800c\u662f”\u5f53\u4f60\u7684\u901f\u5ea6\u53d8\u6210\u4e8610\u500d\uff0c\u4f60\u7684\u5224\u65ad\u529b\u80fd\u4e0d\u80fd\u8ddf\u4e0a”\u3002<\/p>\n
\u53c2\u8003\uff1aSimon Willison, “Vibe coding and agentic engineering are getting closer than I’d like”, May 6, 2026<\/p>\n","protected":false},"excerpt":{"rendered":"
2026\u5e74\uff0c\u4f60\u7684\u4ee3\u7801\u6709\u4e00\u534a\u53ef\u80fd\u4e0d\u662f\u4f60\u5199\u7684\u2014\u2014\u800c\u4e14\u4f60\u6839\u672c\u770b\u4e0d\u51fa\u6765\u3002 Simon Willison\uff08Django\u8054… \u7ee7\u7eed\u9605\u8bfb Vibe Coding \u6b63\u5728\u6740\u6b7b\u4ee3\u7801\u5ba1\u67e5\uff1a\u5f53AI\u5199\u4ee3\u7801\u7684\u901f\u5ea6\u8d85\u8fc7\u4f60\u8bfb\u4ee3\u7801\u7684\u901f\u5ea6<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-143","post","type-post","status-publish","format-standard","hentry","category-ai-frontier"],"_links":{"self":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=143"}],"version-history":[{"count":1,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/143\/revisions"}],"predecessor-version":[{"id":144,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=\/wp\/v2\/posts\/143\/revisions\/144"}],"wp:attachment":[{"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zoran.090702.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}