{"id":35608,"date":"2024-12-28T05:00:10","date_gmt":"2024-12-27T21:00:10","guid":{"rendered":"https:\/\/17aitech.com\/?p=35608"},"modified":"2024-12-28T05:00:10","modified_gmt":"2024-12-27T21:00:10","slug":"%e9%9d%a2%e5%90%91%e8%bd%af%e4%bb%b6%e5%b7%a5%e7%a8%8b%e7%9a%84ai%e6%99%ba%e8%83%bd%e4%bd%93%e6%9c%80%e6%96%b0%e8%bf%9b%e5%b1%95%ef%bc%8c%e5%a4%8d%e6%97%a6%e3%80%81%e5%8d%97%e6%b4%8b%e7%90%86%e5%b7%a5","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35608","title":{"rendered":"\u9762\u5411\u8f6f\u4ef6\u5de5\u7a0b\u7684AI\u667a\u80fd\u4f53\u6700\u65b0\u8fdb\u5c55\uff0c\u590d\u65e6\u3001\u5357\u6d0b\u7406\u5de5\u3001UIUC\u8054\u5408\u53d1\u5e03\u5168\u9762\u7efc\u8ff0"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-13-2\" target=\"_blank\">\u9762\u5411\u8f6f\u4ef6\u5de5\u7a0b\u7684AI\u667a\u80fd\u4f53\u6700\u65b0\u8fdb\u5c55\uff0c\u590d\u65e6\u3001\u5357\u6d0b\u7406\u5de5\u3001UIUC\u8054\u5408\u53d1\u5e03\u5168\u9762\u7efc\u8ff0<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-a80de73a6d81c24684e0a1a384074b47.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-a80de73a6d81c24684e0a1a384074b47.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<p><strong>\u672c\u7bc7\u7efc\u8ff0\u7684\u4f5c\u8005\u5305\u62ec\u6765\u81ea\u590d\u65e6\u5927\u5b66 CodeWisdom 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Agents\uff0c\u540e\u7b80\u79f0 Agent\uff09\u901a\u8fc7\u589e\u5f3a\u63a8\u7406\u3001\u8bb0\u5fc6\u3001\u89c4\u5212\u4ee5\u53ca\u4f7f\u7528\u62d3\u5c55\u5de5\u5177\u7684\u80fd\u529b\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u5927\u6a21\u578b\u89e3\u51b3\u590d\u6742\u8f6f\u4ef6\u5f00\u53d1\u7ef4\u62a4\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u4e3a\u8fdb\u4e00\u6b65\u5b9e\u73b0\u81ea\u52a8\u5316\u3001\u667a\u80fd\u5316\u7684\u8f6f\u4ef6\u5f00\u53d1\u63d0\u4f9b\u4e86\u65b0\u601d\u8def\u3002AI \u667a\u80fd\u4f53\u6b63\u5728\u6210\u4e3a\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u7684\u7814\u7a76\u65b0\u70ed\u6f6e\u3002<\/p>\n<p>\u590d\u65e6\u5927\u5b66 CodeWisdom \u56e2\u961f\u8054\u5408\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u3001UIUC \u5171\u540c\u5bf9 106 \u7bc7\u76f8\u5173\u6587\u732e\u8fdb\u884c\u68b3\u7406\u548c\u89e3\u8bfb\uff0c\u5206\u522b\u4ece\u8f6f\u4ef6\u5de5\u7a0b\u548c Agent \u4e24\u4e2a\u89c6\u89d2\u5168\u9762\u5c55\u73b0\u4e86 Agent \u5728\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u7684\u6700\u65b0\u8fdb\u5c55\u3002\u4ece\u8f6f\u4ef6\u5de5\u7a0b\u89c6\u89d2\uff0c\u8be5\u7efc\u8ff0\u68b3\u7406\u4e86 Agent \u5728\u8f6f\u4ef6\u5f00\u53d1\u5168\u5468\u671f\u5404\u4e2a\u4efb\u52a1\u4e0a\u7684\u5e94\u7528\u73b0\u72b6\uff1b\u4ece Agent \u89c6\u89d2\uff0c\u8be5\u7efc\u8ff0\u5c55\u793a\u4e86\u76ee\u524d\u5e94\u7528\u4e8e\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u7684 Agent \u7684\u57fa\u7840\u67b6\u6784\u3001\u591a\u667a\u80fd\u4f53\u8bbe\u8ba1\u6a21\u5f0f\u4ee5\u53ca\u4eba\u673a\u534f\u540c\u6a21\u5f0f\u3002\u6700\u540e\uff0c\u8be5\u7efc\u8ff0\u5c55\u671b\u4e86 Agent \u5728\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u7684\u7814\u7a76\u673a\u4f1a\u4e0e\u53d1\u5c55\u65b9\u5411\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-76ab4213a92e973976fa9f88c951984b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-76ab4213a92e973976fa9f88c951984b.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-307b1234e155e67f4ae99080826fabd5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-307b1234e155e67f4ae99080826fabd5.png\"><\/a><\/p>\n<ul>\n<li>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2409.02977<\/p>\n<\/li>\n<li>\n<p>Agent4SE \u8bba\u6587\u5217\u8868\uff1ahttps:\/\/github.com\/FudanSELab\/Agent4SE-Paper-List<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u4e00\u3001Agent \u8986\u76d6\u8f6f\u4ef6\u5f00\u53d1\u7ef4\u62a4\u5168\u6d41\u7a0b<\/strong><\/p>\n<p>\u5982\u56fe 1 \u6240\u793a\uff0c\u76ee\u524d Agent \u5df2\u57fa\u672c\u8986\u76d6\u4e86\u8f6f\u4ef6\u5f00\u53d1\u548c\u7ef4\u62a4\u7684\u5168\u6d41\u7a0b\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u89e3\u51b3\u67d0\u4e2a\u7279\u5b9a\u7684\u8f6f\u4ef6\u5f00\u53d1\u73af\u8282\uff08\u4f8b\u5982\u9759\u6001\u68c0\u67e5\u548c\u6d4b\u8bd5\uff09\uff0c\u800c\u4e14\u5728\u5e94\u5bf9\u66f4\u590d\u6742\u7684<strong>\u7aef\u5230\u7aef<\/strong>\u7684\u8f6f\u4ef6\u5f00\u53d1\u548c\u7ef4\u62a4\u4efb\u52a1\u4e0a\u4e5f\u8868\u73b0\u51fa\u4e86\u5de8\u5927\u6f5c\u529b\uff0c\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u7aef\u5230\u7aef\u8f6f\u4ef6\u5f00\u53d1\uff08End-to-end Software Development\uff09<\/strong>\uff1aAgent \u901a\u8fc7\u6267\u884c\u591a\u79cd\u5f00\u53d1\u5b50\u4efb\u52a1\uff0c\u5305\u62ec\u9700\u6c42\u5de5\u7a0b\u3001\u8bbe\u8ba1\u3001\u4ee3\u7801\u751f\u6210\u548c\u8d28\u91cf\u4fdd\u8bc1\uff08\u5305\u62ec\u9759\u6001\u68c0\u67e5\u548c\u6d4b\u8bd5\u7b49\uff09\uff0c\u5b8c\u6210\u4ece\u9700\u6c42\u5230\u6700\u7ec8\u7a0b\u5e8f\u7684\u5168\u6d41\u7a0b\u5f00\u53d1\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7aef\u5230\u7aef\u8f6f\u4ef6\u7ef4\u62a4\uff08End-to-end Software Maintenance\uff09<\/strong>\uff1aAgent \u652f\u6301\u591a\u79cd\u7ef4\u62a4\u6d3b\u52a8\uff0c\u5982\u6545\u969c\u5b9a\u4f4d\u3001\u4fee\u590d\u548c\u7279\u6027\u7ef4\u62a4\uff0c\u5b8c\u6210\u4ece\u95ee\u9898\u62a5\u544a\u5230\u8865\u4e01\u751f\u6210\u7684\u7aef\u5230\u7aef\u7ef4\u62a4\u3002<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9d473d0ae48afd3948ccb9c5ebace91d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9d473d0ae48afd3948ccb9c5ebace91d.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1: \u8f6f\u4ef6\u5f00\u53d1\u4e0e\u7ef4\u62a4\u4efb\u52a1\u6d41\u7a0b\u4e0a\u7684 Agent \u5206\u5e03<\/sup><\/em><\/p>\n<p><strong>\u7aef\u5230\u7aef\u8f6f\u4ef6\u5f00\u53d1<\/strong><\/p>\n<p>\u76ee\u524d\u9762\u5411\u7aef\u5230\u7aef\u8f6f\u4ef6\u5f00\u53d1\u7684 Agent \u4e3b\u8981\u6a21\u62df\u771f\u5b9e\u7684\u8f6f\u4ef6\u5f00\u53d1\u56e2\u961f\uff0c\u8bbe\u8ba1\u4e0d\u540c\u7684\u8f6f\u4ef6\u5f00\u53d1\u89d2\u8272\uff0c\u4e92\u76f8\u534f\u4f5c\u5171\u540c\u5b8c\u6210\u8f6f\u4ef6\u5f00\u53d1\u4efb\u52a1\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-35b26234cfdf6888d18460dd90a1307f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-35b26234cfdf6888d18460dd90a1307f.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 1: \u9762\u5411\u7aef\u5230\u7aef\u8f6f\u4ef6\u5f00\u53d1\u4efb\u52a1\u7684 Agent \u6587\u732e\u5217\u8868<\/sup><\/em><\/p>\n<p>\u5176\u4e2d\uff0c\u6709\u4e9b Agent \u5728\u5de5\u4f5c\u6d41\u8bbe\u8ba1\u4e0a\u4e3b\u8981\u9075\u5faa\u4e86\u73b0\u5b9e\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u5e38\u89c1\u7684\u8f6f\u4ef6\u8fc7\u7a0b\u6a21\u578b\uff0c\u5305\u62ec\u7011\u5e03\u6a21\u578b\u548c\u654f\u6377\u5f00\u53d1\uff08\u6d4b\u8bd5\u9a71\u52a8\u5f00\u53d1\u548c Scrum\uff09\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ad7c51eea8847db2e1d339c836248fc8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ad7c51eea8847db2e1d339c836248fc8.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 2: \u9762\u5411\u7aef\u5230\u7aef\u8f6f\u4ef6\u5f00\u53d1\u7684 Agent \u4e2d\u91c7\u7528\u7684\u8fc7\u7a0b\u6a21\u578b<\/sup><\/em><\/p>\n<p><strong>\u7aef\u5230\u7aef\u8f6f\u4ef6\u7ef4\u62a4<\/strong><\/p>\n<p>\u76ee\u524d\uff0c\u9762\u5411\u7aef\u5230\u7aef\u8f6f\u4ef6\u7ef4\u62a4\u4efb\u52a1\u7684 Agent \u9075\u5faa\u7740 \u201c\u7f3a\u9677\u5b9a\u4f4d &#8211; \u8865\u4e01\u751f\u6210 &#8211; \u8865\u4e01\u9a8c\u8bc1\u201d \u7684\u57fa\u672c\u5de5\u4f5c\u6d41\u7a0b\uff1b\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u4e0d\u540c Agent \u9009\u62e9\u6027\u5730\u5f15\u5165\u4e86\u9884\u5904\u7406\u3001\u6545\u969c\u91cd\u73b0\u3001\u4efb\u52a1\u5206\u89e3\u3001\u8865\u4e01\u6392\u540d\u7b49\u6b65\u9aa4\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-1d3551eea2627cabcdb52a3a7b01b57c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-1d3551eea2627cabcdb52a3a7b01b57c.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 2: \u9762\u5411\u7aef\u5230\u7aef\u8f6f\u4ef6\u7ef4\u62a4\u4efb\u52a1\u7684 Agent \u6587\u732e\u5217\u8868<\/sup><\/em><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-5c988382068c11e9af7555e0e305efa5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-5c988382068c11e9af7555e0e305efa5.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 3: \u9762\u5411\u7aef\u5230\u7aef\u8f6f\u4ef6\u7ef4\u62a4\u4efb\u52a1\u7684 Agent \u4e2d\u5e38\u7528\u7684\u5de5\u4f5c\u6d41<\/sup><\/em><\/p>\n<p>\u8fd9\u7c7b Agent \u5f80\u5f80\u4ee5 SWE-bench \u53ca\u5176\u884d\u751f\u7684\u6570\u636e\u96c6\u4f5c\u4e3a\u8bc4\u6d4b\u57fa\u51c6\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-1d02b51d3ec657ec7235be97d7c69bb4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-1d02b51d3ec657ec7235be97d7c69bb4.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 4: \u7aef\u5230\u7aef\u7ef4\u62a4\u8f6f\u4ef6\u4efb\u52a1\u7684\u6570\u636e\u96c6\u6f14\u5316\u793a\u610f\u56fe<\/sup><\/em><\/p>\n<p><strong>\u7279\u5b9a\u7684\u8f6f\u4ef6\u5f00\u53d1 \/ \u7ef4\u62a4\u4efb\u52a1<\/strong><\/p>\n<p>\u9664\u4e86\u7aef\u5230\u7aef\u7684\u8f6f\u4ef6\u5f00\u53d1\u548c\u7ef4\u62a4\u4efb\u52a1\uff0c\u76ee\u524d Agent \u5728\u9762\u5411\u5355\u4e2a\u7279\u5b9a\u7684\u8f6f\u4ef6\u5f00\u53d1\u6216\u7ef4\u62a4\u73af\u8282\u4e5f\u6709\u7740\u5e7f\u6cdb\u5e94\u7528\uff0c\u5305\u62ec\u9700\u6c42\u5de5\u7a0b\u3001\u4ee3\u7801\u751f\u6210\u3001\u4ee3\u7801\u9759\u6001\u68c0\u67e5\u3001\u6d4b\u8bd5\u3001\u7f3a\u9677\u5b9a\u4f4d\u4e0e\u4fee\u590d\u7b49\u3002\u8be5\u7efc\u8ff0\u68b3\u7406\u4e86\u9762\u5411\u7279\u5b9a\u4e0d\u540c\u8f6f\u4ef6\u5f00\u53d1 \/ \u7ef4\u62a4\u4efb\u52a1\u7684 Agent \u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-60b0cd75475d9d1959af602a067b891a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-60b0cd75475d9d1959af602a067b891a.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 5: \u9762\u5411\u7279\u5b9a\u8f6f\u4ef6\u5f00\u53d1 \/ \u7ef4\u62a4\u73af\u8282\u7684 Agent \u5de5\u4f5c\u6d41<\/sup><\/em><\/p>\n<p><strong>\u4e8c\u3001\u9762\u5411\u8f6f\u4ef6\u5de5\u7a0b\u7684 Agent \u8bbe\u8ba1<\/strong><\/p>\n<p>\u6839\u636e Agent \u7684\u57fa\u7840\u7ed3\u6784\u5212\u5206\uff08\u5373 \u89c4\u5212\uff08Planning\uff09\u3001\u8bb0\u5fc6\uff08Memory\uff09\u3001\u611f\u77e5\uff08Perception\uff09\u3001\u884c\u52a8\uff08Action\uff09\uff09\uff0c\u8be5\u7efc\u8ff0\u8fdb\u4e00\u6b65\u603b\u7ed3\u76ee\u524d\u9762\u5411\u8f6f\u4ef6\u5f00\u53d1\u548c\u7ef4\u62a4\u7684 Agent 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-2c5d0a9ddf32726f5f6800759f06e036.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 7\uff1a\u9762\u5411\u8f6f\u4ef6\u5f00\u53d1\u548c\u7ef4\u62a4\u4efb\u52a1\u7684 Human-Agent \u534f\u4f5c\u8303\u5f0f<\/sup><\/em><\/p>\n<p><strong>\u4e09\u3001\u672a\u6765\u7684\u7814\u7a76\u65b9\u5411<\/strong><\/p>\n<p>\u8be5\u7efc\u8ff0\u8fdb\u4e00\u6b65\u63a2\u8ba8\u4e86\u9762\u5411\u8f6f\u4ef6\u5f00\u53d1\u548c\u7ef4\u62a4\u7684 Agent \u7684\u672a\u6765\u7814\u7a76\u65b9\u5411\u3002<\/p>\n<ul>\n<li>\n<p>\u66f4\u5168\u9762\u7684\u8bc4\u6d4b\u57fa\u51c6\u548c\u66f4\u771f\u5b9e\u7684\u8bc4\u6d4b\u6570\u636e\u3002\u5f53\u524d\u9488\u5bf9\u8f6f\u5de5\u4efb\u52a1\u7684 Agent 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Agent \u901a\u5e38\u6784\u5efa\u5728\u4ee5\u901a\u7528\u6570\u636e\u6216\u8005\u4ee3\u7801\u6570\u636e\u4e3a\u4e3b\u8981\u8bad\u7ec3\u6570\u636e\u7684\u5927\u6a21\u578b\u4e4b\u4e0a\uff0c\u800c\u8f6f\u4ef6\u5f00\u53d1\u7684\u5168\u5468\u671f\u5f80\u5f80\u6d89\u53ca\u8bbe\u8ba1\u3001\u67b6\u6784\u3001\u5f00\u53d1\u8005\u8ba8\u8bba\u3001\u7a0b\u5e8f\u52a8\u6001\u6267\u884c\u3001\u5386\u53f2\u6f14\u5316\u7b49\u4ee3\u7801\u4ee5\u5916\u7684\u91cd\u8981\u4fe1\u606f\u3002\u6709\u6548\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\u53ef\u4ee5\u6784\u5efa\u9762\u5411\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u7684\u57fa\u5ea7\u5927\u6a21\u578b\uff0c\u4ece\u800c\u5728\u6b64\u57fa\u7840\u4e0a\u6784\u5efa\u66f4\u5f3a\u5927\u7684\u9762\u5411\u8f6f\u4ef6\u5f00\u53d1\u4e0e\u7ef4\u62a4\u7684 Agent\u3002<\/p>\n<\/li>\n<li>\n<p>\u5c06\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u77e5\u8bc6\u878d\u5165 Agent \u8bbe\u8ba1\u3002\u6b63\u5982\u6700\u8fd1 Agentless 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