{"id":4773,"date":"2026-01-16T16:52:06","date_gmt":"2026-01-16T08:52:06","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=4773"},"modified":"2026-01-16T16:53:24","modified_gmt":"2026-01-16T08:53:24","slug":"%e5%bc%80%e6%ba%90%e6%a1%86%e6%9e%b6%e8%ae%a9%e4%bb%a3%e7%a0%81ai%e5%81%b7%e5%b8%88github%ef%bc%81bug%e4%bf%ae%e5%a4%8d%e7%8e%87%e9%a3%99%e5%8d%87%e8%87%b369-8%ef%bc%8c%e6%80%a7%e8%83%bd%e5%88%9b","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2026\/01\/16\/%e5%bc%80%e6%ba%90%e6%a1%86%e6%9e%b6%e8%ae%a9%e4%bb%a3%e7%a0%81ai%e5%81%b7%e5%b8%88github%ef%bc%81bug%e4%bf%ae%e5%a4%8d%e7%8e%87%e9%a3%99%e5%8d%87%e8%87%b369-8%ef%bc%8c%e6%80%a7%e8%83%bd%e5%88%9b\/","title":{"rendered":"\u5f00\u6e90\u6846\u67b6\u8ba9\u4ee3\u7801AI\u5077\u5e08GitHub\uff01bug\u4fee\u590d\u7387\u98d9\u5347\u81f369.8%\uff0c\u6027\u80fd\u521b\u7eaa\u5f55"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4773\" class=\"elementor elementor-4773\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d54379 e-flex e-con-boxed e-con e-parent\" data-id=\"0d54379\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e378df5 elementor-widget elementor-widget-text-editor\" data-id=\"e378df5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4eba\u7c7b\u7a0b\u5e8f\u5458\u78b0\u5230\u68d8\u624bbug\u901a\u5e38\u4f1a\u4e0a\u7f51\u67e5\u8be2\u524d\u8f88\u7ecf\u9a8c\u3002<\/p><p>\u5f53\u524dAI\u867d\u7136\u5f00\u59cb\u5177\u5907\u8054\u7f51\u641c\u7d22\u80fd\u529b\uff0c\u4f46\u4ecd\u4e0d\u80fd\u5f88\u597d\u5730\u4ece\u7f51\u7edc\u7ecf\u9a8c\u4e2d\u83b7\u53d6\u4fee\u590dbug\u7684\u80fd\u529b\u3002<\/p><p>\u8ba9AI\u5b66\u4e60\u4eba\u7c7b\u7a0b\u5e8f\u5458\u7684\u5de5\u4f5c\u6d41\u7a0b\u6216\u8bb8\u6709\u52a9\u4e8e\u5176\u63d0\u5347bug\u4fee\u590d\u80fd\u529b\uff0c\u540d\u4e3a<strong>MemGovern<\/strong>\u7684\u9879\u76ee\u56e2\u961f\u5728\u6b64\u601d\u8def\u4e0b\u505a\u51fa\u7684\u5c1d\u8bd5\u8fd1\u671f\u5f97\u5230\u4e86\u826f\u597d\u7684\u6548\u679c\u3002<\/p><p>\u5728\u81ea\u52a8\u5316\u8f6f\u4ef6\u5de5\u7a0b\uff08SWE\uff09\u9886\u57df\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u9a71\u52a8\u7684\u4ee3\u7801\u667a\u80fd\u4f53\uff08Code Agents\uff09\u867d\u7136\u5728\u7f16\u7a0b\u8303\u5f0f\u4e0a\u5e26\u6765\u4e86\u53d8\u9769\uff0c\u4f46\u5b83\u4eec\u76ee\u524d\u666e\u904d\u9762\u4e34\u201c\u5c01\u95ed\u4e16\u754c\u201d\u7684\u8ba4\u77e5\u5c40\u9650\uff1a<strong>\u73b0\u6709\u7684\u667a\u80fd\u4f53\u5f80\u5f80\u8bd5\u56fe\u4ece\u96f6\u5f00\u59cb\u4fee\u590dBug\uff0c\u6216\u8005\u4ec5\u4f9d\u8d56\u4ed3\u5e93\u5185\u7684\u5c40\u90e8\u4e0a\u4e0b\u6587\uff0c\u800c\u5ffd\u7565\u4e86GitHub\u7b49\u5e73\u53f0\u4e0a\u79ef\u7d2f\u7684\u6d69\u701a\u5386\u53f2\u4eba\u7c7b\u7ecf\u9a8c<\/strong>\u3002<\/p><p>\u4e8b\u5b9e\u4e0a\uff0c\u4eba\u7c7b\u5de5\u7a0b\u5e08\u5728\u89e3\u51b3\u590d\u6742\u95ee\u9898\u65f6\uff0c\u5f80\u5f80\u4f1a\u641c\u7d22\u5f00\u6e90\u793e\u533a\uff0c\u501f\u9274\u76f8\u4f3c\u95ee\u9898\u7684\u5386\u53f2\u89e3\u51b3\u65b9\u6848\u3002<\/p><p>\u7136\u800c\uff0c\u76f4\u63a5\u8ba9\u667a\u80fd\u4f53\u5229\u7528\u8fd9\u4e9b\u201c\u5f00\u653e\u4e16\u754c\u201d\u7684\u7ecf\u9a8c\u6781\u5177\u6311\u6218\uff0c\u56e0\u4e3a\u771f\u5b9e\u7684Issue\u548cPull Request\uff08PR\uff09\u6570\u636e\u5145\u65a5\u7740\u975e\u7ed3\u6784\u5316\u7684\u793e\u4ea4\u566a\u97f3\u3001\u6a21\u68f1\u4e24\u53ef\u7684\u63cf\u8ff0\u4ee5\u53ca\u788e\u7247\u5316\u7684\u4fe1\u606f\u3002<\/p><p>\u4e3a\u4e86\u7a81\u7834\u8fd9\u4e00\u58c1\u5792\uff0c\u524d\u6cbf\u5f00\u6e90\u5b66\u672f\u793e\u533a<strong>QuantaAlpha<\/strong>\u8054\u5408<strong>\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66\uff08UCAS\uff09\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\uff08NUS\uff09\u3001\u5317\u4eac\u5927\u5b66\uff08PKU\uff09\u3001\u534e\u4e1c\u5e08\u8303\u5927\u5b66\uff08ECNU\uff09<\/strong>\u7b49\u56e2\u961f\u63d0\u51fa\u4e86<strong>MemGovern<\/strong>\u6846\u67b6\u3002<\/p><p>\u8be5\u6846\u67b6\u5e76\u672a\u91c7\u7528\u7b80\u5355\u7684\u68c0\u7d22\u589e\u5f3a\uff08RAG\uff09\u8def\u5f84\uff0c\u800c\u662f\u63d0\u51fa\u4e86\u4e00\u5957\u5b8c\u6574\u7684\u201c\u7ecf\u9a8c\u7cbe\u70bc\u201d<strong>\u673a\u5236\uff0c\u5c06\u6742\u4e71\u7684GitHub\u6570\u636e\u8f6c\u5316\u4e3a\u667a\u80fd\u4f53\u53cb\u597d\u7684\u7ed3\u6784\u5316\u8bb0\u5fc6\uff0c\u5e76\u7ed3\u5408\u4e86Deep Research\u7684\u601d\u60f3\u63d0\u51fa\u4e86\u201cExperiential Memory Search\u201d<\/strong>\u7b56\u7565\uff0c\u5b9e\u73b0\u4e86\u4ece\u5386\u53f2\u7ecf\u9a8c\u4e2d\u63d0\u53d6\u53ef\u590d\u7528\u4fee\u590d\u903b\u8f91\u7684\u95ed\u73af\u3002<\/p><p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/q3.itc.cn\/q_70\/images03\/20260116\/ab32a055a99c434ebc1e9f6503d181a4.png\" width=\"584\" height=\"830\" \/><\/p><p><img decoding=\"async\" src=\"https:\/\/q0.itc.cn\/q_70\/images03\/20260116\/307e8a89a1cf44589a9bc4653bea95e4.png\" width=\"640\" height=\"419\" \/><\/p><p>\u6838\u5fc3\u75db\u70b9\uff1a\u6d77\u91cf\u6570\u636e\u2260\u53ef\u7528\u77e5\u8bc6<\/p><p>\u73b0\u6709\u7684Code Agent\uff08\u5982SWE-Agent\uff09\u5728\u5904\u7406\u590d\u6742Bug\u65f6\uff0c\u5f80\u5f80\u9677\u5165\u201c\u4e0d\u77e5\u6240\u63aa\u201d\u7684\u5883\u5730\uff0c\u56e0\u4e3a\u5b83\u4eec\u7f3a\u4e4f\u5386\u53f2\u8bb0\u5fc6\u3002\u867d\u7136GitHub\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u5b9d\u5e93\uff0c\u4f46\u76f4\u63a5\u628aIssue\u548cPR\u4e22\u7ed9AI\u6548\u679c\u5e76\u4e0d\u597d\uff0c\u539f\u56e0\u5728\u4e8e\uff1a<\/p><p><strong>1.\u566a\u58f0\u6781\u5927\uff1a<\/strong>\u539f\u59cb\u8ba8\u8bba\u4e2d\u5145\u65a5\u7740\u201c\u611f\u8c22\u201d\u3001\u201c\u5408\u5e76\u8bf7\u6c42\u201d\u7b49\u65e0\u5173\u793e\u4ea4\u7528\u8bed\u3002<\/p><p><strong>2.\u975e\u7ed3\u6784\u5316\uff1a<\/strong>\u4e0d\u540c\u9879\u76ee\u7684\u65e5\u5fd7\u3001\u62a5\u9519\u4fe1\u606f\u548c\u4fee\u590d\u903b\u8f91\u6df7\u6742\u5728\u4e00\u8d77\uff0c\u7f3a\u4e4f\u7edf\u4e00\u683c\u5f0f\u3002<\/p><p><strong>3.\u96be\u4ee5\u68c0\u7d22\uff1a<\/strong>\u7b80\u5355\u7684\u8bed\u4e49\u5339\u914d\u5bb9\u6613\u88ab\u8868\u9762\u5173\u952e\u8bcd\u8bef\u5bfc\uff0c\u65e0\u6cd5\u89e6\u8fbe\u6df1\u5c42\u7684\u4fee\u590d\u903b\u8f91\u3002<\/p><p>MemGovern\u7684\u51fa\u73b0\uff0c\u5c31\u662f\u4e3a\u4e86\u628a\u8fd9\u4e9b\u201c\u539f\u59cb\u6570\u636e\u201d\u53d8\u6210AI\u771f\u6b63\u80fd\u7528\u7684\u201c\u7ecf\u9a8c\u5361\u7247\u201d\u3002\u7ecf\u9a8c\u7cbe\u70bc\u673a\u5236\uff08Experience Refinement Mechanism\uff09<\/p><p>MemGovern\u5e76\u6ca1\u6709\u76f4\u63a5\u5c06\u539f\u59cb\u7684GitHub Issue\u548cPR\u6254\u7ed9\u667a\u80fd\u4f53\uff0c\u800c\u662f\u6784\u5efa\u4e86\u4e00\u5957\u5c42\u6b21\u5316\u7684\u7b5b\u9009\u4e0e\u5185\u5bb9\u51c0\u5316\u6d41\u6c34\u7ebf\u3002<\/p><ul><li><p><strong>\u5c42\u6b21\u5316\u9009\u62e9<\/strong>\uff08Hierarchical Selection\uff09\uff1a\u9996\u5148\uff0c\u901a\u8fc7\u7efc\u5408\u8003\u91cfStar\u6570\u4e0e\u7ef4\u62a4\u6d3b\u8dc3\u5ea6\uff08Issue\/PR\u9891\u7387\uff09\uff0c\u7b5b\u9009\u51fa\u9ad8\u8d28\u91cf\u7684\u4ed3\u5e93\u6e90\uff1b\u968f\u540e\uff0c\u5728\u5b9e\u4f8b\u5c42\u9762\u8fdb\u884c\u4e25\u683c\u6e05\u6d17\uff0c\u4ec5\u4fdd\u7559\u5305\u542b\u5b8c\u6574\u8bc1\u636e\u94fe\uff08\u95ee\u9898-\u4ee3\u7801-\u9a8c\u8bc1\uff09\u7684\u201c\u95ed\u73af\u201d\u4fee\u590d\u8bb0\u5f55\u3002<\/p><\/li><li><p><strong>\u6807\u51c6\u5316\u7ecf\u9a8c\u5361\u7247<\/strong>\uff08Experience Card\uff09\uff1a\u8fd9\u662fMemGovern\u7684\u72ec\u521b\u8bbe\u8ba1\u3002\u539f\u59cb\u8bb0\u5f55\u88ab\u91cd\u6784\u4e3a\u6807\u51c6\u5316\u7684\u7ecf\u9a8c\u5361\u7247,\u6bcf\u5f20\u5361\u7247\u88ab\u663e\u5f0f\u5730\u89e3\u8026\u4e3a\u4e24\u5c42\uff1a<\/p><ul><li><p>\u7d22\u5f15\u5c42\uff08Index Layer,\uff09\uff1a\u5305\u542b\u6807\u51c6\u5316\u7684\u95ee\u9898\u6458\u8981\u4e0e\u5173\u952e\u8bca\u65ad\u4fe1\u53f7\uff08\u5982\u5f02\u5e38\u7c7b\u578b\u3001\u9519\u8bef\u7b7e\u540d\uff09\uff0c\u7528\u4e8e\u57fa\u4e8e\u75c7\u72b6\u7684\u9ad8\u6548\u68c0\u7d22\u3002<\/p><\/li><li><p>\u51b3\u8bae\u5c42\uff08Resolution Layer,\uff09\uff1a\u5c01\u88c5\u4e86\u6839\u56e0\u5206\u6790\uff08Root Cause\uff09\u3001\u4fee\u590d\u7b56\u7565\uff08Fix Strategy\uff09\u3001\u8865\u4e01\u6458\u8981\uff08Patch Digest\uff09\u4ee5\u53ca\u9a8c\u8bc1\u65b9\u6cd5\uff08Verification\uff09\u3002<\/p><\/li><\/ul><\/li><\/ul><p>\u8fd9\u79cd\u7ed3\u6784\u5316\u8bbe\u8ba1\u6709\u6548\u89e3\u51b3\u4e86\u68c0\u7d22\u4fe1\u53f7\u4e0e\u63a8\u7406\u903b\u8f91\u6df7\u6dc6\u7684\u95ee\u9898\uff0c\u663e\u8457\u63d0\u5347\u4e86\u77e5\u8bc6\u7684\u53ef\u7528\u6027\u3002\u76ee\u524d\uff0c\u56e2\u961f\u5df2\u6210\u529f\u6784\u5efa\u4e86\u5305\u542b<strong>135,000<\/strong>\u6761\u9ad8\u4fdd\u771f\u7ecf\u9a8c\u5361\u7247\u7684\u77e5\u8bc6\u5e93\u3002<\/p><p><img decoding=\"async\" src=\"https:\/\/q6.itc.cn\/q_70\/images03\/20260116\/7aee4e9e3ace42d987468c3d1e427d1a.png\" width=\"640\" height=\"257\" \/><\/p><p>\u4ee3\u7406\u5f0f\u7ecf\u9a8c\u641c\u7d22\uff08Agentic Experience Search\uff09\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u201c\u641c\u7d22-\u6d4f\u89c8\u201d\u6587\u6863<\/p><p>\u4f20\u7edf\u7684RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u5f80\u5f80\u662f\u4e00\u6b21\u6027\u628a\u68c0\u7d22\u7ed3\u679c\u585e\u7ed9\u6a21\u578b\uff0c\u5bb9\u6613\u5bfc\u81f4\u4e0a\u4e0b\u6587\u8d85\u957f\u4e14\u5145\u6ee1\u566a\u58f0\u3002MemGovern\u91c7\u7528\u4e86\u66f4\u7b26\u5408\u4eba\u7c7b\u76f4\u89c9\u7684<strong>Search-then-Browse<\/strong>\uff08\u5148\u641c\u540e\u770b\uff09\u6a21\u5f0f\uff1a<\/p><ul><li><strong>Searching<\/strong>\uff08\u641c\u7d22\uff09<p>\u667a\u80fd\u4f53\u9996\u5148\u6839\u636e\u5f53\u524dBug\u7684\u75c7\u72b6\uff08\u5982\u62a5\u9519\u5806\u6808\uff09\u5728\u7d22\u5f15\u5c42\u8fdb\u884c\u5e7f\u5ea6\u641c\u7d22\uff0c\u5feb\u901f\u5b9a\u4f4d\u53ef\u80fd\u76f8\u5173\u7684\u5019\u9009\u6848\u4f8b\u3002<\/p><\/li><li><strong>Browsing<\/strong>\uff08\u6d4f\u89c8\uff09<p>\u667a\u80fd\u4f53\u81ea\u4e3b\u9009\u62e9\u6700\u6709\u5e0c\u671b\u7684\u6848\u4f8b\uff0c\u67e5\u770b\u5176\u8be6\u7ec6\u7684\u201c\u89e3\u51b3\u65b9\u6848\u5c42\u201d\u3002\u8fd9\u79cd\u673a\u5236\u5141\u8bb8\u667a\u80fd\u4f53\u6df1\u5165\u7406\u89e3\u4fee\u590d\u903b\u8f91\uff0c\u6392\u9664\u65e0\u5173\u5e72\u6270\u3002<\/p><\/li><li><strong>\u8fc1\u79fb\u4e0e\u5e94\u7528<\/strong><p>\u667a\u80fd\u4f53\u5c06\u5386\u53f2\u6848\u4f8b\u4e2d\u7684\u62bd\u8c61\u4fee\u590d\u7b56\u7565\uff08\u5982\u201c\u589e\u52a0\u8fb9\u754c\u68c0\u67e5\u201d\uff09\u6620\u5c04\u5230\u5f53\u524d\u7684\u4ee3\u7801\u5e93\u4e2d\uff0c\u5b9e\u73b0\u77e5\u8bc6\u8fc1\u79fb\u3002<\/p><\/li><\/ul><p>\u5b9e\u9a8c\u8bc4\u4f30\uff1a\u5168\u9762\u8d85\u8d8a\u4e3b\u6d41\u57fa\u7ebf<\/p><p>\u7814\u7a76\u56e2\u961f\u5728<strong>SWE-bench Verified<\/strong>\u4e0a\u8fdb\u884c\u4e86\u8be6\u5c3d\u7684\u8bc4\u6d4b\u3002\u7ed3\u679c\u663e\u793a\uff0cMemGovern\u5728\u6240\u6709\u6d4b\u8bd5\u6a21\u578b\u4e0a\u90fd\u53d6\u5f97\u4e86\u663e\u8457\u63d0\u5347\u3002<\/p><p>\u4e3b\u8981\u5b9e\u9a8c\u7ed3\u679c\uff08Pass@1\u4fee\u590d\u7387\uff09\uff1a<\/p><ul><li><strong>Claude-4-Sonnet+MemGovern<\/strong><p>\u4fee\u590d\u7387\u8fbe\u5230<strong>69.8%<\/strong>\uff0c\u76f8\u8f83\u4e8e\u57fa\u7ebfSWE-Agent\u63d0\u5347\u4e863.2%\u3002<\/p><\/li><li><strong>GPT-4o+MemGovern<\/strong><p>\u4fee\u590d\u7387\u4ece23.2%\u98d9\u5347\u81f3<strong>32.6%<\/strong>\uff0c\u5b9e\u73b0\u4e86<strong>9.4%<\/strong>\u7684\u5de8\u5927\u63d0\u5347\u3002<\/p><\/li><li><strong>DeepSeek-V3+MemGovern<\/strong><p>\u4fee\u590d\u7387\u63d0\u5347\u81f3<strong>65.8%<\/strong>\u3002<\/p><\/li><\/ul><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q2.itc.cn\/q_70\/images03\/20260116\/e8185337036040c5abd7c021651b9861.png\" width=\"640\" height=\"490\" 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\/><\/p><ul><li><strong>\u8bb0\u5fc6\u89c4\u6a21\u7684\u5f71\u54cd<\/strong><p>\u968f\u7740\u7ecf\u9a8c\u5361\u7247\u6570\u91cf\u4ece10%\u589e\u52a0\u5230100%\uff0c\u667a\u80fd\u4f53\u7684\u4fee\u590d\u7387\u5448\u73b0\u5355\u8c03\u4e0a\u5347\u8d8b\u52bf\uff0c\u8bc1\u660e\u4e86\u5927\u89c4\u6a21\u7ecf\u9a8c\u8bb0\u5fc6\u7684\u6709\u6548\u6027\u3002<\/p><\/li><li><strong>\u7cbe\u70bc\u7684\u91cd\u8981\u6027<\/strong><p>\u5bf9\u6bd4\u76f4\u63a5\u4f7f\u7528\u539f\u59cbIssue\/PR\u6570\u636e\uff08Raw Experience\uff09\uff0c\u7ecf\u8fc7\u201c\u7cbe\u70bc\u201d\u7684\u7ecf\u9a8c\u5361\u7247\u5e26\u6765\u4e86\u66f4\u7a33\u5b9a\u3001\u66f4\u9ad8\u7684\u6027\u80fd\u63d0\u5347\uff0c\u8bc1\u660e\u4e86\u7ed3\u6784\u5316\u6cbb\u7406\u7684\u5fc5\u8981\u6027\u3002<\/p><\/li><\/ul><p>\u6848\u4f8b\u5206\u6790\uff1a\u7ecf\u9a8c\u5982\u4f55\u6539\u53d8\u7ed3\u679c\uff1f<\/p><p>\u5728Django\u6846\u67b6\u7684\u4e00\u4e2a\u771f\u5b9eBug\uff08order by\u5bfc\u81f4\u5d29\u6e83\uff09\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u6e05\u6670\u5730\u770b\u5230MemGovern\u7684\u4ef7\u503c\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q2.itc.cn\/q_70\/images03\/20260116\/07c1b4f5ab8245c5852b7a71f0e12625.png\" width=\"640\" height=\"254\" \/><\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q7.itc.cn\/q_70\/images03\/20260116\/250c27c8973e479e834760f79a54b565.png\" width=\"640\" height=\"194\" \/><\/p><p><strong>\u4f20\u7edfAg<\/strong><strong>ent<\/strong>\uff08No Experience\uff09\uff1a<\/p><p>\u7f3a\u4e4f\u7ecf\u9a8c\u7684\u667a\u80fd\u4f53\u53ea\u80fd\u770b\u5230\u62a5\u9519\u8868\u8c61\u3002<\/p><p>\u5b83\u91c7\u53d6\u4e86\u4e00\u79cd\u201c\u9632\u5fa1\u6027\u7f16\u7a0b\u201d\u7684\u7b56\u7565\uff0c\u7b80\u5355\u7c97\u66b4\u5730\u52a0\u4e86\u4e00\u4e2a\u7c7b\u578b\u68c0\u67e5\u6765\u7ed5\u8fc7\u62a5\u9519\u3002\u4f46\u8fd9\u5b9e\u9645\u4e0a\u8fdd\u53cd\u4e86\u51fd\u6570\u7684API\u89c4\u8303\u2014\u2014\u5b83\u8fd4\u56de\u4e86\u9519\u8bef\u7684\u539f\u59cb\u5bf9\u8c61\u800c\u975e\u9884\u671f\u7684\u5904\u7406\u7ed3\u679c\u3002<\/p><p>\u8fd9\u79cd\u201c\u63a9\u8033\u76d7\u94c3\u201d\u5f0f\u7684\u4fee\u590d\u867d\u7136\u6682\u65f6\u6d88\u9664\u4e86\u8fd0\u884c\u65f6\u7684\u62a5\u9519\uff0c\u5374\u5bfc\u81f4\u4e0b\u6e38\u6838\u5fc3\u529f\u80fd\u56e0\u6570\u636e\u7c7b\u578b\u4e0d\u5339\u914d\u800c\u5931\u6548\uff0c\u6700\u7ec8\u4f9d\u7136\u65e0\u6cd5\u901a\u8fc7\u6d4b\u8bd5\u7528\u4f8b\u3002<\/p><p><strong>MemGovern Agent<\/strong>\uff1a<\/p><p>\u667a\u80fd\u4f53\u68c0\u7d22\u5230\u4e86\u4e00\u6761\u76f8\u4f3c\u7684\u5386\u53f2\u7ecf\u9a8c\u3002<\/p><p>\u7ecf\u9a8c\u5361\u7247\u4e2d\u7684\u201cFix 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