{"id":72440,"date":"2026-02-05T16:18:01","date_gmt":"2026-02-05T08:18:01","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/72440.html"},"modified":"2026-02-05T16:18:01","modified_gmt":"2026-02-05T08:18:01","slug":"%e4%bd%a0%e7%9a%84%e5%89%af%e4%b8%9a%e9%a1%b9%e7%9b%ae%e5%86%8d%e4%b9%9f%e6%97%a0%e6%b3%95%e6%8b%af%e6%95%91%e4%bd%a0","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/72440.html","title":{"rendered":"\u4f60\u7684\u526f\u4e1a\u9879\u76ee\u518d\u4e5f\u65e0\u6cd5\u62ef\u6551\u4f60"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260205081758-69845236c8654.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u5728\u5ba1\u9605\u4f5c\u54c1\u96c6\u65f6&#xff0c;\u6709\u4e00\u4e2a\u77ac\u95f4&#xff0c;\u62db\u8058\u7ecf\u7406\u4eec\u5df2\u7ecf\u5f00\u59cb\u611f\u5230\u5bb3\u6015\u3002<\/p>\n<p>\u5019\u9009\u4eba\u7684 GitHub \u663e\u793a\u5728\u5c4f\u5e55\u4e0a&#xff0c;\u4e94\u4e2a\u4ed3\u5e93&#xff0c;README \u90fd\u5199\u5f97\u5e72\u5e72\u51c0\u51c0\u3002\u4e00\u4e2a\u5e26\u8ba4\u8bc1\u7684\u4efb\u52a1\u7ba1\u7406\u5668\u3002\u4e00\u4e2a UI \u6f02\u4eae\u7684\u5929\u6c14\u5e94\u7528\u3002\u4e00\u4e2a\u96c6\u6210\u4e86 Stripe \u652f\u4ed8\u7684\u7535\u5546\u514b\u9686\u3002\u5168\u90e8\u5df2\u90e8\u7f72&#xff0c;\u5168\u90e8\u53ef\u8fd0\u884c&#xff0c;\u5168\u90e8\u6253\u78e8\u5f97\u5f88\u7cbe\u81f4\u3002<\/p>\n<p>\u4e09\u5e74\u524d&#xff0c;\u8fd9\u6837\u7684\u4f5c\u54c1\u96c6\u8db3\u4ee5\u7ed3\u675f\u9762\u8bd5\u3002\u800c\u73b0\u5728&#xff0c;\u4f60\u76ef\u7740\u5c4f\u5e55&#xff0c;\u5fc3\u91cc\u53ea\u5269\u4e0b\u4e00\u4e2a\u95ee\u9898&#xff1a;\u8fd9\u4e9b\u4e1c\u897f\u91cc&#xff0c;\u6709\u54ea\u4e00\u4e2a\u771f\u7684\u662f\u4ed6\u81ea\u5df1\u505a\u7684\u5417&#xff1f;<\/p>\n<p>\u8fd9\u4e2a\u95ee\u9898\u5e76\u4e0d\u4e0d\u516c\u5e73\u3002Bolt.new \u7684 CEO Eric Simons \u8868\u793a&#xff0c;\u5927\u7ea6 60\u201370% \u7684 Bolt.new \u7528\u6237\u5e76\u975e\u6280\u672f\u80cc\u666f\u3002\u800c\u5728 Y Combinator 2025 \u5e74\u51ac\u5b63\u6279\u6b21\u4e2d&#xff0c;25% \u7684\u521b\u4e1a\u516c\u53f8\u4ee3\u7801\u5e93\u6709 95% \u662f\u7531 AI \u751f\u6210\u7684\u3002<\/p>\n<p>\u66fe\u7ecf\u4f5c\u4e3a\u300c\u5de5\u4f5c\u6210\u679c\u8bc1\u660e\u300d\u7684\u4e1c\u897f&#xff0c;\u5982\u4eca\u5df2\u7ecf\u5b8c\u5168\u53d8\u4e86\u5473\u3002\u4e0d\u5982\u79f0\u4e4b\u4e3a&#xff1a;\u63d0\u793a\u8bcd\u8bc1\u660e&#xff08;proof of prompt&#xff09;\u3002\u4f60\u8f93\u5165\u4e00\u53e5\u8bdd&#xff0c;AI \u5b8c\u6210\u5269\u4e0b\u7684\u4e00\u5207&#xff0c;\u7136\u540e&#xff0c;\u4e00\u4e2a\u7f72\u7740\u4f60\u540d\u5b57\u7684\u3001\u5df2\u7ecf\u90e8\u7f72\u7684\u5e94\u7528\u5c31\u51fa\u73b0\u4e86\u3002<\/p>\n<p>\u4e00\u65e6\u4f60\u5f00\u59cb\u7528\u8fd9\u79cd\u65b9\u5f0f\u770b\u5f85\u4f5c\u54c1\u96c6&#xff0c;\u4f60\u5c31\u518d\u4e5f\u56de\u4e0d\u53bb\u4e86\u3002<\/p>\n<h2>\u4fe1\u53f7\u4e0e\u6210\u672c<\/h2>\n<p>1973 \u5e74&#xff0c;\u7ecf\u6d4e\u5b66\u5bb6 Michael Spence \u53d1\u8868\u4e86\u4e00\u7bc7\u8bba\u6587&#xff0c;\u8fd9\u7bc7\u8bba\u6587\u540e\u6765\u4e3a\u4ed6\u8d62\u5f97\u4e86\u8bfa\u8d1d\u5c14\u5956\u3002\u4ed6\u7684\u52b3\u52a8\u529b\u5e02\u573a\u4fe1\u53f7\u7406\u8bba\u63d0\u51fa\u4e86\u4e00\u4e2a\u53cd\u76f4\u89c9\u7684\u89c2\u70b9&#xff1a;\u5b66\u5386\u4e4b\u6240\u4ee5\u6709\u7528&#xff0c;\u4e0d\u662f\u56e0\u4e3a\u4f60\u5b66\u5230\u4e86\u4ec0\u4e48&#xff0c;\u800c\u662f\u56e0\u4e3a\u5b83\u83b7\u53d6\u8d77\u6765\u6210\u672c\u5f88\u9ad8\u3002<\/p>\n<p>\u5927\u5b66\u5b66\u5386\u4e4b\u6240\u4ee5\u80fd\u4f5c\u4e3a\u667a\u529b\u548c\u6bc5\u529b\u7684\u4fe1\u53f7&#xff0c;\u662f\u56e0\u4e3a\u83b7\u5f97\u5b83\u9700\u8981\u4ed8\u51fa\u5927\u91cf\u52aa\u529b&#xff0c;\u800c\u4f4e\u80fd\u529b\u7684\u4eba\u5f88\u96be\u627f\u53d7\u8fd9\u79cd\u4ed8\u51fa\u3002\u5b66\u4e86\u4ec0\u4e48\u5e76\u4e0d\u91cd\u8981&#xff0c;\u91cd\u8981\u7684\u662f\u4f60\u6491\u8fc7\u4e86\u6574\u4e2a\u8fc7\u7a0b\u3002\u8fd9\u4e2a\u4fe1\u53f7\u4e4b\u6240\u4ee5\u6210\u7acb&#xff0c;\u6b63\u662f\u56e0\u4e3a\u5b83\u5f88\u96be\u3002<\/p>\n<p>Spence \u7684\u6d1e\u89c1\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u526f\u4e1a\u9879\u76ee\u4f1a\u6210\u4e3a\u5f00\u53d1\u8005\u62db\u8058\u4e2d\u7684\u9ec4\u91d1\u6807\u51c6\u3002Sebastian McKenzie \u8fd8\u662f\u6fb3\u5927\u5229\u4e9a\u7684\u4e00\u540d\u9ad8\u4e2d\u751f\u65f6\u5c31\u6784\u5efa\u4e86 Babel&#xff0c;\u5c3d\u7ba1\u6ca1\u6709\u5927\u5b66\u5b66\u5386&#xff0c;Meta \u8fd8\u662f\u96c7\u4f63\u4e86\u4ed6\u3002Kenneth Reitz \u6784\u5efa\u4e86 Python \u7684 Requests \u5e93&#xff0c;Heroku \u76f4\u63a5\u7ed9\u4e86\u4ed6\u4e00\u4e2a\u201cPython \u9738\u4e3b\u201d\u7684\u804c\u4f4d\u3002Dan Abramov \u4e3a\u4e00\u6b21\u5927\u4f1a Demo \u6784\u5efa\u4e86 Redux&#xff0c;\u51e0\u4e2a\u6708\u5185\u5c31\u88ab Facebook \u62db\u5165\u9ebe\u4e0b\u3002<\/p>\n<p>\u8fd9\u4e9b\u6545\u4e8b\u5851\u9020\u4e86\u4e00\u6574\u4ee3\u804c\u4e1a\u5efa\u8bae&#xff1a;\u53bb\u505a\u4e1c\u897f\u3002\u53d1\u5e03\u771f\u6b63\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u800c\u8fd9\u6761\u5efa\u8bae\u4e4b\u6240\u4ee5\u6709\u6548&#xff0c;\u662f\u56e0\u4e3a\u300c\u53d1\u5e03\u300d\u672c\u8eab\u66fe\u7ecf\u975e\u5e38\u56f0\u96be\u3002\u5728 AI \u4e4b\u524d&#xff0c;\u6784\u5efa\u5e76\u90e8\u7f72\u4e00\u4e2a\u6709\u610f\u4e49\u7684\u9879\u76ee&#xff0c;\u81f3\u5c11\u9700\u8981 4 \u5230 8 \u5468\u3002\u4f60\u5fc5\u987b\u7406\u89e3\u524d\u7aef\u3001\u6298\u817e\u540e\u7aef\u3001\u914d\u7f6e\u90e8\u7f72\u3001\u5e76\u8c03\u8bd5\u90a3\u4e9b\u4e0d\u53ef\u907f\u514d\u7684\u5931\u8d25\u3002\u8fc7\u7a0b\u6b8b\u9177\u3001\u6210\u672c\u9ad8&#xff0c;\u800c\u4e14\u4e00\u773c\u5c31\u80fd\u770b\u51fa\u6765\u3002\u8fd9\u79cd\u6b8b\u9177\u6027&#xff0c;\u6b63\u662f\u5173\u952e\u6240\u5728\u3002<\/p>\n<p>HackerRank \u5728 2018 \u5e74\u5bf9\u8fd1 4 \u4e07\u540d\u5f00\u53d1\u8005\u7684\u8c03\u67e5\u53d1\u73b0&#xff1a;\u76f8\u5bf9\u4e8e\u5de5\u4f5c\u5e74\u9650&#xff0c;C level\u7684\u9ad8\u7ba1\u66f4\u770b\u91cd\u5019\u9009\u4eba\u7684 GitHub \u9879\u76ee\u3002\u5c0f\u516c\u53f8\u751a\u81f3\u66f4\u52a0\u4f9d\u8d56\u4f5c\u54c1\u96c6&#xff1a;80% \u4f1a\u67e5\u770b\u4f5c\u54c1\u96c6&#xff0c;\u800c\u5927\u578b\u516c\u53f8\u53ea\u6709 66%\u3002<\/p>\n<p>\u4f5c\u54c1\u96c6\u4e4b\u6240\u4ee5\u80fd\u6210\u4e3a\u4e00\u4e2a\u6709\u6548\u4fe1\u53f7&#xff0c;\u662f\u56e0\u4e3a\u5b83\u5236\u4f5c\u6210\u672c\u9ad8\u3002\u5b83\u4ee3\u8868\u7740\u771f\u5b9e\u7684\u5de5\u4f5c\u6295\u5165\u3002<\/p>\n<p>\u7136\u540e&#xff0c;AI \u628a\u8fd9\u4e2a\u6210\u672c\u538b\u6241\u4e86\u3002\u800c\u90a3\u79cd\u300c\u5de5\u4f5c\u6210\u679c\u8bc1\u660e\u300d&#xff0c;\u4e5f\u6084\u7136\u53d8\u6210\u4e86\u300c\u63d0\u793a\u8bcd\u8bc1\u660e\u300d\u3002<\/p>\n<h2>\u6539\u53d8\u4e00\u5207\u7684\u5de5\u5177<\/h2>\n<p>Bolt.new \u4e8e 2024 \u5e74 10 \u6708\u4e0a\u7ebf\u3002\u4e94\u4e2a\u6708\u5185&#xff0c;\u5b83\u7684\u5e74\u7ecf\u5e38\u6027\u6536\u5165\u5c31\u8fbe\u5230\u4e86 4000 \u4e07\u7f8e\u5143&#xff0c;\u6210\u4e3a\u53f2\u4e0a\u589e\u957f\u901f\u5ea6\u7b2c\u4e8c\u5feb\u7684\u4ea7\u54c1&#xff0c;\u4ec5\u6b21\u4e8e ChatGPT\u3002\u5b83\u7684\u5356\u70b9\u975e\u5e38\u7b80\u5355&#xff1a;\u8f93\u5165\u4e00\u53e5\u201c\u505a\u4e00\u4e2a Spotify \u514b\u9686\u201d&#xff0c;60 \u79d2\u5185\u5c31\u80fd\u5f97\u5230\u4e00\u4e2a\u5b8c\u6574\u53ef\u7528\u7684 Web \u5e94\u7528\u3002Cursor \u7684\u540c\u6bd4\u589e\u957f\u8fbe\u5230\u4e86 6400%\u3002<\/p>\n<p>MIT \u7684\u7814\u7a76\u53d1\u73b0&#xff0c;\u4f7f\u7528 AI \u8f85\u52a9\u7684\u5f00\u53d1\u8005\u5b8c\u6210\u4efb\u52a1\u7684\u901f\u5ea6\u5feb 55%\u3002\u4e00\u5bb6 YC \u7684\u91d1\u878d\u79d1\u6280\u521d\u521b\u516c\u53f8&#xff0c;\u7528 3 \u5468\u5b8c\u6210\u4e86\u6574\u4e2a MVP&#xff0c;\u800c\u4f20\u7edf\u65b9\u5f0f\u9700\u8981 3\u20134 \u4e2a\u6708\u3002<\/p>\n<p>Andrej Karpathy \u5728 2025 \u5e74 2 \u6708\u521d\u53d1\u6587\u8c08\u5230\u4e86\u8fd9\u4e00\u53d8\u5316&#xff0c;\u5e76\u5c06\u5176\u79f0\u4e3a \u201cvibe coding&#xff08;\u6c1b\u56f4\u7f16\u7a0b&#xff09;\u201d&#xff1a;<\/p>\n<p>\u275d<br \/>\n\u6211\u79f0\u4e4b\u4e3a\u4e00\u79cd\u65b0\u7684\u7f16\u7a0b\u65b9\u5f0f&#xff1a;\u2018\u6c1b\u56f4\u7f16\u7a0b\u2019\u3002<br \/>\n\u4f60\u5b8c\u5168\u987a\u4ece\u611f\u89c9&#xff0c;\u62e5\u62b1\u6307\u6570\u7ea7\u589e\u957f&#xff0c;\u751a\u81f3\u5fd8\u8bb0\u4ee3\u7801\u672c\u8eab\u7684\u5b58\u5728\u2026\u2026<br \/>\n\u6211\u603b\u662f\u70b9\u51fb\u2018\u5168\u90e8\u63a5\u53d7\u2019&#xff0c;\u4e0d\u518d\u770b <span class=\"token function\">diff<\/span> \u4e86\u275e<\/p>\n<p>\u8fd9\u4e2a\u8bcd\u8fc5\u901f\u4f20\u64ad\u5f00\u6765\u3002 Merriam-Webster \u5728\u51e0\u5468\u5185\u5c31\u4e3a\u5b83\u6dfb\u52a0\u4e86\u8bcd\u6761\u3002Visa\u3001Reddit\u3001DoorDash \u7b49\u516c\u53f8&#xff0c;\u5f00\u59cb\u5728\u62db\u8058\u63cf\u8ff0\u4e2d\u5217\u51fa\u201cvibe coding\u201d\u6280\u80fd\u3002<\/p>\n<p>\u8fd9\u662f Spence \u7406\u8bba\u7684\u53cd\u5411\u8fd0\u884c&#xff1a; \u5f53\u751f\u4ea7\u4e00\u4e2a\u4fe1\u53f7\u7684\u6210\u672c\u63a5\u8fd1\u4e8e\u96f6\u65f6&#xff0c;\u8fd9\u4e2a\u4fe1\u53f7\u5c31\u4e0d\u518d\u5177\u5907\u533a\u5206\u80fd\u529b\u3002<\/p>\n<p>\u8fc7\u53bb&#xff0c;\u5df2\u53d1\u5e03\u9879\u76ee\u7684\u4f5c\u54c1\u96c6\u8bc1\u660e\u4e86\u4f60\u7684\u6bc5\u529b\u3001\u6280\u672f\u6df1\u5ea6&#xff0c;\u4ee5\u53ca\u5543\u4e0b\u786c\u95ee\u9898\u7684\u80fd\u529b\u3002 \u73b0\u5728&#xff0c;\u5b83\u53ea\u8bc1\u660e\u4e86\u4e00\u4ef6\u4e8b&#xff1a; \u4f60\u4f1a\u5199\u63d0\u793a\u8bcd&#xff0c;\u5e76\u4e14\u4f1a\u70b9\u51fb\u90e8\u7f72\u3002<\/p>\n<p>\u53e4\u5fb7\u54c8\u7279\u5b9a\u5f8b&#xff08;Goodhart\u2019s Law&#xff09; \u5728\u8fd9\u91cc\u5b8c\u5168\u9002\u7528&#xff1a; \u5f53\u4e00\u4e2a\u6307\u6807\u53d8\u6210\u76ee\u6807&#xff0c;\u5b83\u5c31\u4e0d\u518d\u662f\u4e00\u4e2a\u597d\u6307\u6807\u3002\u526f\u4e1a\u9879\u76ee\u6210\u4e86\u76ee\u6807\u3002\u5f00\u53d1\u8005\u5f00\u59cb\u4f18\u5316\u201c\u53d1\u5e03\u9879\u76ee\u201d\u672c\u8eab&#xff0c;\u800c\u4e0d\u662f\u8fd9\u4e9b\u9879\u76ee\u539f\u672c\u8981\u63ed\u793a\u7684\u80fd\u529b\u3002AWS \u8ba4\u8bc1\u4e5f\u8d70\u8fc7\u540c\u6837\u7684\u8def\u5f84&#xff1a;\u66fe\u7ecf\u7684\u5dee\u5f02\u5316 \u2192 \u57fa\u7840\u95e8\u69db \u2192 \u566a\u97f3\u3002\u526f\u4e1a\u9879\u76ee&#xff0c;\u53ea\u662f\u6700\u65b0\u7684\u727a\u7272\u54c1\u3002<\/p>\n<p>CloudApper \u7684 2025 \u5e74\u62db\u8058\u62a5\u544a\u53d1\u73b0&#xff0c;\u8d85\u8fc7 40% \u7684\u62db\u8058\u4eba\u5458\u5df2\u7ecf\u96be\u4ee5\u533a\u5206\u771f\u5b9e\u7ecf\u9a8c\u548c AI \u589e\u5f3a\u5185\u5bb9\u3002 Google \u5458\u5de5\u56e0 AI \u4f5c\u5f0a\u95ee\u9898&#xff0c;\u8981\u6c42\u7ba1\u7406\u5c42\u6062\u590d\u7ebf\u4e0b\u9762\u8bd5\u3002 \u6574\u4e2a\u884c\u4e1a\u4e2d&#xff0c;\u5c45\u5bb6\u4f5c\u4e1a\u5f0f\u7684\u7f16\u7a0b\u9762\u8bd5\u6b63\u5728\u6d88\u4ea1\u3002<\/p>\n<p>\u66fe\u7ecf\u80fd\u53ef\u9760\u8bc6\u522b\u5f3a\u5019\u9009\u4eba\u7684\u4f5c\u54c1\u96c6\u8bc4\u5ba1&#xff0c;\u5982\u4eca\u9700\u8981\u4e0d\u65ad\u76d8\u95ee\u9a8c\u8bc1\u2014\u2014\u800c\u8fd9\u672c\u8eab\u5c31\u8fdd\u80cc\u4e86\u4f5c\u54c1\u96c6\u5b58\u5728\u7684\u610f\u4e49\u3002 \u5982\u679c\u4f60\u5fc5\u987b\u9010\u4e00\u9a8c\u8bc1\u9879\u76ee\u662f\u5426\u771f\u7684\u662f\u5019\u9009\u4eba\u5b8c\u6210\u7684&#xff0c;\u90a3\u8fd9\u4e2a\u4fe1\u53f7\u5df2\u7ecf\u5931\u6548\u4e86\u3002<\/p>\n<h2>\u6324\u538b&#xff08;The Squeeze&#xff09;<\/h2>\n<p>\u4fe1\u53f7\u5d29\u584c&#xff0c;\u5bf9\u521a\u5165\u884c\u7684\u4eba\u6765\u8bf4&#xff0c;\u6765\u5f97\u6070\u9022\u5176\u6700\u7cdf\u7cd5\u7684\u65f6\u523b\u3002<\/p>\n<p>SignalFire \u7684\u7814\u7a76\u663e\u793a&#xff0c;\u5927\u578b\u79d1\u6280\u516c\u53f8\u5728 2024 \u5e74\u5c06\u5e94\u5c4a\u751f\u62db\u8058\u51cf\u5c11\u4e86 25%\u3002\u65af\u5766\u798f\u6570\u5b57\u7ecf\u6d4e\u7814\u7a76\u53d1\u73b0&#xff0c;22\u201325 \u5c81\u7684\u8f6f\u4ef6\u5f00\u53d1\u8005\u5c31\u4e1a\u4eba\u6570&#xff0c;\u76f8\u6bd4 2022 \u5e74\u5cf0\u503c\u4e0b\u964d\u4e86\u8fd1 20%\u3002Salesforce CEO Marc Benioff \u5ba3\u5e03&#xff0c;2025 \u5e74\u4e0d\u4f1a\u518d\u65b0\u589e\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u5c97\u4f4d&#xff0c;\u7406\u7531\u662f AI \u5e26\u6765\u7684\u751f\u4ea7\u529b\u63d0\u5347\u3002<\/p>\n<p>\u6b8b\u9177\u7684\u6096\u8bba\u5728\u4e8e&#xff1a;\u526f\u4e1a\u9879\u76ee\u66fe\u662f\u521d\u7ea7\u5f00\u53d1\u8005\u5728\u7f3a\u4e4f\u7ecf\u9a8c\u65f6\u5b9e\u73b0\u5dee\u5f02\u5316\u7684\u8def\u5f84\u3002\u800c\u73b0\u5728&#xff0c;\u8ba9\u300c\u53d1\u5e03\u53d8\u5f97\u7b80\u5355\u300d\u7684\u5de5\u5177&#xff0c;\u4e5f\u8ba9\u521d\u7ea7\u5f00\u53d1\u8005\u770b\u8d77\u6765\u53d8\u5f97\u591a\u4f59\u3002YC \u521b\u4e1a\u516c\u53f8 Paces \u7684 CEO James McWalter \u8868\u793a&#xff1a;\u4ed6\u4eec\u5728 30 \u5929\u5185\u6536\u5230\u4e86 23,000 \u4efd\u7533\u8bf7&#xff0c;\u53ea\u62db 8 \u4e2a\u5c97\u4f4d\u3002Spotify \u7684\u4e00\u4f4d\u5de5\u7a0b\u7ecf\u7406&#xff0c;\u5728 15 \u5c0f\u65f6\u5185\u6536\u5230\u4e86 1,700 \u4efd\u7b80\u5386\u3002\u4e00\u5bb6\u4e0a\u5e02\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u62db\u8058\u5b98&#xff08;\u4eca\u5e74\u62db\u4e86 30 \u591a\u4eba&#xff09;\u8bf4&#xff1a;<\/p>\n<p>\u275d<br \/>\n\u4e3b\u52a8\u6295\u9012\u7684\u5019\u9009\u4eba\u53ea\u5360\u5f55\u7528\u4eba\u6570\u7684\u5927\u7ea6 <span class=\"token number\">10<\/span>% \u2026\u2026<br \/>\n\u800c\u4e14\u4ed6\u4eec\u5728\u9762\u8bd5\u6d41\u7a0b\u4e2d\u5931\u8d25\u7684\u6982\u7387\u660e\u663e\u66f4\u9ad8\u3002\u275e<\/p>\n<p>\u5f53\u4efb\u4f55\u4eba\u90fd\u80fd\u5728\u4e00\u4e2a\u5468\u672b\u751f\u6210\u4e00\u4efd\u4f5c\u54c1\u96c6\u65f6&#xff0c;\u4f5c\u54c1\u96c6\u5c31\u4e0d\u518d\u80fd\u544a\u8bc9\u4f60\u4efb\u4f55\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u4ecd\u7136\u6709\u6210\u672c\u7684\u4e8b\u60c5 Spence \u7684\u7406\u8bba\u4e0d\u4ec5\u89e3\u91ca\u4e86\u4ec0\u4e48\u574f\u6389\u4e86&#xff0c;\u4e5f\u6307\u660e\u4e86\u4ec0\u4e48\u4ecd\u7136\u6709\u6548\u3002<\/p>\n<p>\u5982\u679c\u4fe1\u53f7\u7684\u4f5c\u7528\u6765\u81ea\u300c\u6210\u672c\u300d&#xff0c;\u90a3\u95ee\u9898\u5c31\u53d8\u6210&#xff1a; \u4ec0\u4e48\u4e1c\u897f\u73b0\u5728\u4ecd\u7136\u6602\u8d35&#xff1f;\u80af\u5b9a\u4e0d\u662f\u53d1\u5e03\u3002\u53d1\u5e03\u73b0\u5728\u51e0\u4e4e\u662f\u514d\u8d39\u7684\u3002<\/p>\n<p>\u4f46\u53d1\u5e03\u4e4b\u540e\u53d1\u751f\u7684\u4e00\u5207&#xff0c;\u4ecd\u7136\u9700\u8981\u771f\u5b9e\u6295\u5165\u3002<\/p>\n<p>\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u4e3a\u5b8c\u6210\u8bc1\u660e&#xff08;proof of finish&#xff09;&#xff0c;\u800c\u4e0d\u662f\u63d0\u793a\u8bcd\u8bc1\u660e\u3002<\/p>\n<p>\u5728\u65e2\u6709\u590d\u6742\u7cfb\u7edf\u4e2d\u5de5\u4f5c\u3002\u4ece\u96f6\u5f00\u59cb\u3001\u5728\u53ef\u63a7\u73af\u5883\u4e2d\u6784\u5efa\u9879\u76ee&#xff0c;\u5982\u4eca\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u9760\u63d0\u793a\u8bcd\u5b8c\u6210\u3002\u4f46\u8981\u7406\u89e3 Django \u7684\u4ee3\u7801\u5e93\u3001\u7ed9 Kubernetes \u8d21\u732e\u4ee3\u7801\u3001\u4fee PostgreSQL \u7684 bug&#xff1f;\u8fd9\u8981\u6c42\u4f60\u7406\u89e3\u4f60\u6ca1\u6709\u521b\u9020\u7684\u7cfb\u7edf&#xff0c;\u5728\u4f60\u6ca1\u6709\u9009\u62e9\u7684\u7ea6\u675f\u4e0b\u5de5\u4f5c&#xff0c;\u5e76\u4e0e\u5bf9\u4f60\u4ee3\u7801\u6709\u610f\u89c1\u7684\u4eba\u534f\u4f5c\u30022025 \u5e74&#xff0c;\u8d85\u8fc7\u4e00\u534a\u7684\u6280\u672f\u7ba1\u7406\u8005\u8ba1\u5212\u589e\u52a0\u5bf9\u5f00\u6e90\u8d21\u732e\u8005\u7684\u62db\u8058\u3002\u4ed6\u4eec\u5bfb\u627e\u7684\u662f\u80fd\u5728\u771f\u5b9e\u3001\u6df7\u4e71\u4e16\u754c\u4e2d\u5de5\u4f5c\u7684\u8bc1\u636e&#xff0c;\u800c\u4e0d\u662f\u4f1a\u505a Demo \u7684\u4eba\u3002<\/p>\n<p>\u8ba9\u771f\u5b9e\u7528\u6237\u771f\u6b63\u4f7f\u7528\u4f60\u7684\u4ea7\u54c1\u3002\u90e8\u7f72\u5df2\u7ecf\u4e0d\u80fd\u8bc1\u660e\u4efb\u4f55\u4e1c\u897f\u4e86\u3002\u7559\u5b58\u7387\u624d\u662f\u4e00\u5207\u3002\u4e00\u4e2a\u6709 10 \u4e2a\u6d3b\u8dc3\u7528\u6237\u3001\u5e76\u4e14\u4f60\u5fc5\u987b\u4e3a\u4ed6\u4eec\u4fee bug 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\u751f\u6210\u4ee3\u7801\u9700\u8981\u91cd\u6784&#xff0c;\u80fd\u53d1\u73b0\u95ee\u9898\u7684\u4eba&#xff0c;\u6bd4\u751f\u6210\u4ee3\u7801\u7684\u4eba\u66f4\u91cd\u8981\u3002\u751f\u6210\u4ee3\u7801\u53d8\u5f97\u5f88\u5bb9\u6613&#xff0c;\u77e5\u9053\u5b83\u54ea\u91cc\u574f\u4e86&#xff0c;\u624d\u662f\u96be\u70b9\u3002\u89e3\u91ca\u4f60\u7684\u601d\u8003\u8fc7\u7a0b\u3002\u4ee3\u7801\u672c\u8eab\u5f88\u5ec9\u4ef7\u3002\u80cc\u540e\u7684\u601d\u8003\u4e0d\u662f\u3002\u62db\u8058\u8005\u4e0d\u4ec5\u60f3\u770b\u4f60\u505a\u4e86\u4ec0\u4e48&#xff0c;\u8fd8\u60f3\u77e5\u9053\u4f60\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u505a\u3002\u89e3\u91ca\u67b6\u6784\u51b3\u7b56\u3001\u8bb0\u5f55\u53d6\u820d\u3001\u4e0e\u975e\u6280\u672f\u4eba\u5458\u6c9f\u901a\u7684\u80fd\u529b&#xff0c;\u5728 AI \u5927\u89c4\u6a21\u751f\u6210\u65e0\u6587\u6863\u4ee3\u7801\u7684\u65f6\u4ee3&#xff0c;\u53d8\u5f97\u66f4\u52a0\u73cd\u8d35\u3002<\/p>\n<p>GitHub \u5728 2025 \u5e74 12 \u6708\u53d1\u5e03\u7684 Octoverse 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