{"id":29637,"date":"2026-06-23T08:59:13","date_gmt":"2026-06-23T00:59:13","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=29637"},"modified":"2026-06-23T09:05:42","modified_gmt":"2026-06-23T01:05:42","slug":"%e4%bc%81%e4%b8%9a-ai-%e5%8e%9f%e7%94%9f%e7%9a%84%e6%95%b0%e5%ad%97%e5%91%98%e5%b7%a5%e6%9e%b6%e6%9e%84%e8%ae%be%e8%ae%a1%e5%92%8c%e8%90%bd%e5%9c%b0%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2026\/06\/23\/29637\/","title":{"rendered":"\u4f01\u4e1a AI \u539f\u751f\u7684\u6570\u5b57\u5458\u5de5\u67b6\u6784\u8bbe\u8ba1\u548c\u843d\u5730\u5b9e\u8df5"},"content":{"rendered":"<div class=\"article-desc\">\u4e0b\u4e00\u4e2a\u5341\u5e74\uff0cAI Native \u8981\u8ba9\u6211\u4eec\u4e0d\u518d\u64cd\u5fc3 AI \u600e\u4e48\u5728\u5177\u4f53\u4e1a\u52a1\u91cc\u5e72\u6d3b\u3002\u901a\u8fc7 AgentTeams \u8fd9\u5957\u5982\u540c Kubernetes 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/b93471411e800d0fc4a559667638ecb3ddcd66-300x200.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/b93471411e800d0fc4a559667638ecb3ddcd66-150x100.jpg 150w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f\u7384\u59d0\u3002<\/p>\n<h2>\u4e00\u3001\u5f00\u573a\uff1a\u51cc\u6668\u7684\u544a\u8b66\u5267\u672c<\/h2>\n<p>\u51cc\u6668\uff0c\u503c\u73ed\u540c\u5b66\u7684\u624b\u673a\u5f39\u51fa\u4e00\u6761\u523a\u773c\u7684\u544a\u8b66\uff1a\u67d0\u4ea7\u54c1\u6d88\u606f\u5f15\u64ce\u6d88\u8d39\u5806\u79ef\u8d85\u9608\u503c\u3002<\/p>\n<p>1.\u4f20\u7edf\u5267\u672c\uff08Cloud Native \u65f6\u4ee3\uff09<\/p>\n<ul data-id=\"ua73dd4b-FKbrJBrB\">\n<li data-id=\"ld70c578-wqjq1wcq\">\u88ab\u53eb\u9192 \u2794 \u767b\u8df3\u677f\u673a \u2794 \u7ffb SLS \u65e5\u5fd7 \u2794 \u5bf9\u7167 Runbook \u2794 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srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/b32ea8a246ec6269a4e114ff1487a9a670ef68.jpg 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/b32ea8a246ec6269a4e114ff1487a9a670ef68-300x164.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/b32ea8a246ec6269a4e114ff1487a9a670ef68-1024x558.jpg 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/b32ea8a246ec6269a4e114ff1487a9a670ef68-150x82.jpg 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/06\/b32ea8a246ec6269a4e114ff1487a9a670ef68-768x419.jpg 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/li>\n<\/ul>\n<p>\u8fd9\u5957\u6d41\u7a0b\u7684\u5e95\u5c42\u652f\u6491\uff0c\u662f\u4e91\u539f\u751f\u56e2\u961f\u63a8\u51fa\u7684\u00a0AgentTeams\u00a0\u4ea7\u54c1\u3002\u57fa\u4e8e\u5b83\uff0c\u6211\u4eec\u53ef\u4ee5\u5feb\u901f\u58f0\u660e\u51fa\u4e00\u652f\u201c\u6570\u5b57\u5458\u5de5\u5c0f\u5206\u961f\u201d\u3002\u4eca\u5929\u5c31\u804a\u804a\u5b83\u662f\u600e\u4e48\u957f\u51fa\u6765\u7684\u3001\u51ed\u4ec0\u4e48\u8fd9\u4e48\u5e72\uff0c\u4ee5\u53ca\u6211\u4eec\u8d70\u5230\u4e86\u54ea\u4e00\u6b65\u3002<\/p>\n<h2>\u4e8c\u3001\u4ece RPA \u5230\u5927\u6a21\u578b\uff1a\u81ea\u52a8\u5316\u5411\u201c\u6570\u5b57\u5458\u5de5\u201d\u7684\u6f14\u8fdb<\/h2>\n<p>\u8981\u8bb2\u6e05\u695a AgentTeams\uff0c\u5f97\u5148\u628a\u201c\u81ea\u52a8\u5316\u201d\u7684\u8109\u7edc\u7406\u4e00\u4e0b\uff1a<\/p>\n<ul data-id=\"ua73dd4b-UNXuUbZE\">\n<li data-id=\"ld70c578-NHtB9n6Q\">RPA 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\u534f\u540c\u65f6\u4ee3\uff08AgentTeams \u9636\u6bb5\uff09\uff1a\u8ba9\u591a\u4e2a Agent \u8dd1\u8d77\u6765 \u2260\u00a0\u00a0\u8ba9\u5b83\u4eec\u50cf\u4e00\u4e2a\u56e2\u961f\u4e00\u6837\u5de5\u4f5c\u3002\u6ca1\u6709\u7ec4\u7ec7\u7ed3\u6784\u5c31\u6ca1\u6709\u7a33\u5b9a\u7684\u5206\u6d3e\u5173\u7cfb\uff0c\u6ca1\u6709\u901a\u4fe1\u7b56\u7565\u5c31\u6ca1\u6709\u53ef\u63a7\u7684\u6d88\u606f\u8fb9\u754c\u3002AgentTeams \u5c31\u662f\u4e3a\u4e86\u89e3\u51b3\u201c\u591a Agent \u600e\u4e48\u771f\u6b63\u50cf\u4e00\u4e2a\u56e2\u961f\u534f\u4f5c\u201d\u800c\u751f\u7684\u3002<\/li>\n<\/ul>\n<h2>\u4e09\u3001\u4ec0\u4e48\u662f\u00a0AI Native\uff1f\u4e3a\u4ec0\u4e48\u9700\u8981\u5b83\uff1f<\/h2>\n<p>Cloud Native\uff08\u4e91\u539f\u751f\uff09\u7684\u6838\u5fc3\u662f\u5e94\u7528\u4e0d\u518d\u9700\u8981\u9002\u914d\u4e91\uff0c\u800c\u662f\u5929\u751f\u5c31\u957f\u5728\u4e91\u4e0a\u3002<\/p>\n<p>AI Native\uff08AI \u539f\u751f\uff09\u5219\u662f\u8fd9\u4e00\u601d\u8def\u7684\u5ef6\u4f38\uff1a\u7cfb\u7edf\u4e0d\u518d\u662f\u201c\u989d\u5916\u96c6\u6210 AI \u80fd\u529b\u201d\uff0c\u800c\u662f\u201c\u5929\u751f\u56f4\u7ed5 AI Agent \u6765\u8bbe\u8ba1\u201d\u3002<\/p>\n<p>\u7ef4\u5ea6\u5bf9\u6bd4\uff1aCloud Native vs AI Native<\/p>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-anJTPL4I\">\n<col span=\"1\" width=\"225.663\" data-id=\"cd89ecb0-ZM1cIqQj\" \/>\n<col span=\"1\" width=\"225.663\" data-id=\"cd89ecb0-FZe8RdwU\" \/>\n<col span=\"1\" width=\"225.675\" data-id=\"cd89ecb0-EZET1d8x\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-ie7iKCV5\">\n<tr data-id=\"t31e458f-wCsWLeNm\">\n<td data-id=\"t6267798-3zboP1bF\" data-transient-attributes=\"table-cell-selection\"><strong>\u7ef4\u5ea6<\/strong><\/td>\n<td data-id=\"t6267798-uLtOhazu\" data-transient-attributes=\"table-cell-selection\"><strong>Cloud Native (\u4e91\u539f\u751f)<\/strong><\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-yvRM5oy6\" data-transient-attributes=\"table-cell-selection\"><strong>AI Native (AgentTeams)<\/strong><\/td>\n<\/tr>\n<tr data-id=\"t31e458f-vMWQbcz1\">\n<td data-id=\"t6267798-0xWDCUB1\" data-transient-attributes=\"table-cell-selection\">\u57fa\u672c\u5355\u5143<\/td>\n<td data-id=\"t6267798-l45281e2\" data-transient-attributes=\"table-cell-selection\">\u5bb9\u5668 \/ Pod<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-JqW4MyIW\" data-transient-attributes=\"table-cell-selection\">Agent \/ Worker<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-OEdtx9A3\">\n<td data-id=\"t6267798-sAplAMRU\" data-transient-attributes=\"table-cell-selection\">\u7f16\u6392\u5bf9\u8c61<\/td>\n<td data-id=\"t6267798-F72cBKwd\" data-transient-attributes=\"table-cell-selection\">\u5e94\u7528\u3001\u526f\u672c\u3001\u7f51\u7edc<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-aNRhRLfU\" data-transient-attributes=\"table-cell-selection\">\u667a\u80fd\u4f53\u3001\u534f\u4f5c\u5173\u7cfb\u3001\u5bf9\u8bdd\u62d3\u6251<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-oVwHxEOF\">\n<td data-id=\"t6267798-6nPTMM42\" data-transient-attributes=\"table-cell-selection\">\u58f0\u660e\u5f0f\u8d44\u6e90<\/td>\n<td data-id=\"t6267798-E8Ewr9D3\" data-transient-attributes=\"table-cell-selection\"><code>Deployment<\/code>\u00a0\/\u00a0<code>Service<\/code>\u00a0\/\u00a0<code>Ingress<\/code><\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-2IVoQoR8\" data-transient-attributes=\"table-cell-selection\"><code>Worker<\/code>\u00a0\/\u00a0<code>Team<\/code>\u00a0\/\u00a0<code>Human<\/code>\u00a0\/\u00a0<code>Manager<\/code><\/td>\n<\/tr>\n<tr data-id=\"t31e458f-HMW8rw5N\">\n<td data-id=\"t6267798-dRlQUBDt\" data-transient-attributes=\"table-cell-selection\">\u63a7\u5236\u5faa\u73af<\/td>\n<td data-id=\"t6267798-39fSq1tw\" data-transient-attributes=\"table-cell-selection\"><code>kube-controller reconcile<\/code><\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-UvVZS5IR\" data-transient-attributes=\"table-cell-selection\"><code>hiclaw-controller reconcile<\/code><\/td>\n<\/tr>\n<tr data-id=\"t31e458f-O9cM2ayR\">\n<td data-id=\"t6267798-RgBAHYfA\" data-transient-attributes=\"table-cell-selection\">\u7f51\u5173\u5e73\u9762<\/td>\n<td data-id=\"t6267798-VCOPFkQs\" data-transient-attributes=\"table-cell-selection\">Ingress \/ Gateway API<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-R7dGNLNn\" data-transient-attributes=\"table-cell-selection\">AI \u7f51\u5173\uff08LLM \/ MCP \u51ed\u8bc1\u6536\u655b\uff09<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-CleZx7HY\">\n<td class=\"table-last-column\" data-id=\"t6267798-LAA1AcAL\" data-transient-attributes=\"table-cell-selection\">\u534f\u4f5c\u5e95\u5ea7<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-lrD3HmHI\" data-transient-attributes=\"table-cell-selection\">Service Mesh<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t6267798-GoSJY76f\" data-transient-attributes=\"table-cell-selection\">Matrix Rooms\uff08\u591a\u65b9\u5728\u573a\u3001\u53ef\u5ba1\u8ba1\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote><p><strong>\u4e3a\u4ec0\u4e48\u8981\u505a AI Native\uff1f<\/strong><\/p>\n<p>\u53ea\u6709\u628a Agent \u5f53\u4f5c\u201c\u4e00\u7b49\u516c\u6c11\u201d\u6765\u58f0\u660e\u3001\u7f16\u6392\u548c\u6cbb\u7406\uff0c\u624d\u80fd\u89e3\u51b3\u4e09\u4e2a\u8001\u5927\u96be\u95ee\u9898\uff1a<\/p>\n<ul data-id=\"ud7e9114-Y5aCia1D\">\n<li data-id=\"ld70c578-be4Z1mEj\"><strong>\u53ef\u590d\u5236\uff1a<\/strong>\u00a0\u4e00\u4e2a\u8dd1\u901a\u7684 Agent \u56e2\u961f\uff0c\u4e0b\u4e00\u4e2a\u4e1a\u52a1\u56e2\u961f\u62ff\u8fc7\u53bb\u58f0\u660e\u4e00\u4e0b\u5c31\u80fd\u7528\u3002<\/li>\n<li data-id=\"ld70c578-tCLook7s\"><strong>\u53ef\u6cbb\u7406\uff1a<\/strong>\u00a0\u8c01\u80fd\u00a0<code>@<\/code>\u00a0\u8c01\u3001\u8c01\u80fd\u8c03\u7528\u54ea\u4e2a LLM\/MCP\uff0c\u90fd\u662f\u7531\u7b56\u7565\u5b9a\u4e49\u7684\uff0c\u800c\u975e\u4ee3\u7801\u786c\u7f16\u7801\u3002<\/li>\n<li data-id=\"ld70c578-P8vRoRRe\"><strong>\u53ef\u6f14\u8fdb\uff1a<\/strong>\u00a0\u5e95\u5c42\u8fd0\u884c\u65f6\u4ece OpenClaw \u6362\u5230 CoPaw\uff0c\u4e1a\u52a1\u7f16\u6392\u5b8c\u5168\u4e0d\u7528\u52a8\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<h2>\u56db\u3001\u6838\u5fc3\u67b6\u6784\uff1a\u5e73\u53f0 Manager \u4e0e\u4e1a\u52a1\u4e09\u5c42\u5c42\u7ea7<\/h2>\n<p>\u5728\u6b63\u5f0f\u770b\u67b6\u6784\u524d\uff0c\u5148\u5398\u6e05\u4e24\u4e2a\u6982\u5ff5\uff1a<\/p>\n<ul data-id=\"ua73dd4b-7C0KRDH8\">\n<li data-id=\"ld70c578-RhxluWYO\">HiClaw\uff1a\u5f00\u6e90\u9879\u76ee\uff08\u672a\u6765\u5c06\u66f4\u540d\u4e3a AgentTeams\uff09\uff0c\u793e\u533a\u91cc\u6240\u6709\u7684 CRD\u3001Controller\u3001Helm Chart\u00a0\u5747\u6765\u81ea\u8fd9\u91cc\u3002<\/li>\n<li data-id=\"ld70c578-gO581z2t\">AgentTeams\uff1a\u5f00\u6e90\u9879\u76ee\u5728\u963f\u91cc\u4e91\u4e0a\u7684\u6258\u7ba1\u7248\u5546\u4e1a\u5316\u4ea7\u54c1\uff0c\u63d0\u4f9b\u534f\u4f5c\u7f16\u6392\u6cbb\u7406\u5e73\u9762\u3002<\/li>\n<\/ul>\n<p>\u7c7b\u6bd4 Kubernetes\uff0cAgentTeams \u6781\u5176\u6ce8\u91cd\u7ec4\u7ec7\u7ed3\u6784\u7684\u58f0\u660e\u5f0f\u8bbe\u8ba1\u3002\u6240\u6709 API \u8d44\u6e90\u5747\u5728 apiVersion: hiclaw.io\/v1beta1 \u4e0b\uff0c\u6838\u5fc3\u5305\u542b\u56db\u79cd Kind\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">Manager (\u5e73\u53f0\u7ba1\u63a7)\r\n             \u2502  \u4ec5\u505a\u5e73\u53f0\u7ea7\u52a8\u4f5c\uff1a\u5efaTeam\u3001\u5efaHuman\u3001\u914d\u6743\u9650\r\n             \u2502  \u2717 \u4e0d\u76f4\u63a5\u548c\u4efb\u4f55 Worker \u5bf9\u8bdd\r\n             \u25bc\r\n    \u2500\u2500\u2500\u2500 \u5e73\u53f0\u8fb9\u754c \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\r\n    \u2500\u2500\u2500\u2500 \u4e1a\u52a1\u8fb9\u754c \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\r\n       TeamAdmin (\u4e1a\u52a1\u65b9 Human Owner\uff0c\u771f\u4eba\u8001\u677f)\r\n             \u2502  \u63d0\u9700\u6c42\u3001\u7ed9\u53cd\u9988\u3001\u786e\u8ba4\u6210\u679c\r\n             \u25bc\r\n       TeamLeader (\u7279\u6b8a\u7684 Worker Agent\uff0c\u9879\u76ee\u7ecf\u7406)\r\n             \u2502  \u62c6\u4efb\u52a1\u3001@ \u6d3e\u6d3b\u3001\u6c47\u603b\u7ed3\u679c\r\n             \u25bc\r\n    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\r\n    \u25bc        \u25bc                 \u25bc        \u25bc\r\n Worker    Worker            Worker   Worker  (\u5177\u4f53\u6267\u884c\u4efb\u52a1\u7684 Agent)<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u534f\u4f5c\u8fb9\u754c\u4e0e\u8bbe\u8ba1\u539f\u5219<\/p>\n<ul data-id=\"ua73dd4b-ErO7uFMJ\">\n<li data-id=\"ld70c578-6BHSEXDy\">Manager \u4e0e\u4e1a\u52a1\u89e3\u8026\uff1aManager \u5c5e\u4e8e\u5e73\u53f0\u7ba1\u63a7\u89d2\u8272\uff08\u7c7b\u4f3c\u4e8e cluster-admin\uff09\uff0c\u8d1f\u8d23\u5efa\u96c6\u7fa4\u3001\u53d1\u6743\u9650\uff0c\u4e0d\u76f4\u63a5\u8fdb Team Room \u53c2\u4e0e\u5bf9\u8bdd\u3002\u5546\u4e1a\u5316\u7248\u4e2d\u8be5\u52a8\u4f5c\u7531\u63a7\u5236\u53f0 UI \u627f\u63a5\u3002<\/li>\n<li data-id=\"ld70c578-caiZD63r\">TeamAdmin \u624d\u662f\u771f\u8001\u677f\uff1a\u7531 Human \u8d44\u6e90\u627f\u62c5\uff0c\u62e5\u6709\u67d0 Team \u7684\u6700\u9ad8\u4e1a\u52a1\u51b3\u7b56\u6743\u3002\u4ea7\u54c1\u63a8\u8350\u5b9e\u8df5\u4e2d\uff0cTeamAdmin \u53ea\u4e0e TeamLeader \u5355\u804a\uff08DM Room\uff09\uff0c\u575a\u51b3\u8d2f\u5f7b\u201c\u8001\u677f\u4e0d\u8d8a\u7ea7\u7ba1\u7406\u201d\u3002<\/li>\n<li data-id=\"ld70c578-Ptf7myES\">TeamLeader \u662f\u6838\u5fc3\u67a2\u7ebd\uff1a\u672c\u8d28\u662f\u4e2a\u7279\u6b8a\u7684 Worker \u89d2\u8272\uff0c\u5145\u5f53\u9879\u76ee\u7ecf\u7406\u3002\u5b83\u4e86\u89e3\u961f\u4f0d\u91cc\u6bcf\u4e2a Worker \u7684\u6280\u80fd\uff08Skills\/MCP\uff09\uff0c\u8d1f\u8d23\u62c6\u89e3\u4efb\u52a1\u3001\u6d3e\u6d3b\u4e0e\u7ed3\u679c\u6536\u655b\u3002<\/li>\n<li data-id=\"ld70c578-UfoeqvjY\">\u901a\u4fe1\u8fb9\u754c\u5b8c\u5168\u7531\u7b56\u7565\u63a7\u5236\uff1aWorker \u4e4b\u95f4\u80fd\u5426\u6a2a\u5411 @ \u534f\u540c\uff0c\u7531 Team \u7684 peerMentions \u5b57\u6bb5\u63a7\u5236\uff1b\u80fd\u5426\u8de8\u56e2\u961f\u4ea4\u6d41\uff0c\u7531 channelPolicy \u51b3\u5b9a\u3002<\/li>\n<\/ul>\n<h2>\u4e94\u3001\u771f\u4eba\u7684\u4e00\u7b49\u516c\u6c11\u8eab\u4efd\uff1aHuman \u8d44\u6e90\u4e0e\u6743\u9650<\/h2>\n<p>\u5f88\u591a\u5e73\u53f0\u53ea\u89e3\u51b3\u4e86 Agent \u4e4b\u95f4\u7684\u901a\u8baf\uff0c\u5374\u5ffd\u7565\u4e86\u201c\u4eba\u201d\u624d\u662f\u95ed\u73af\u7684\u7ec8\u70b9\u3002AgentTeams \u901a\u8fc7 Human CRD \u8d4b\u4e88\u771f\u4eba\u539f\u751f\u8eab\u4efd\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">apiVersion: hiclaw.io\/v1beta1\r\nkind: Human\r\nmetadata:\r\n  name: zhangsan\r\nspec:\r\n  displayName: \u5f20\u4e09\r\n  email: zhangsan@example.com\r\n  permissionLevel: 2            # 1=Admin, 2=Team, 3=Worker\r\n  accessibleTeams: [oncall-team]\r\n  accessibleWorkers: []<\/code><\/pre>\n<ul id=\"code_id_1\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u4e09\u5c42\u6743\u9650\u6a21\u578b<\/p>\n<ul data-id=\"ua73dd4b-r6r5BA4E\">\n<li data-id=\"ld70c578-CgfJ1khn\">L1 Admin\uff08\u5e73\u53f0\u7ba1\u7406\u5458\uff09\uff1a\u53ef\u8fdb\u4efb\u4f55\u623f\u95f4\uff0c@ \u4efb\u610f Worker\uff0c\u80fd\u6307\u6d3e\u4efb\u4f55 Team \u7684\u7ba1\u7406\u5458\u3002<\/li>\n<li data-id=\"ld70c578-HHlhCECn\">L2 Team\uff08\u56e2\u961f\u6210\u5458\uff09\uff1a\u8fdb\u6307\u5b9a accessibleTeams \u623f\u95f4\u3002\u82e5\u88ab\u6307\u5b9a\u4e3a spec.admin\uff0c\u5219\u6fc0\u6d3b\u00a0TeamAdmin\u00a0\u8eab\u4efd\uff0c\u72ec\u5360 Leader \u4e13\u5c5e\u5bf9\u8bdd\u95f4\u3002<\/li>\n<li data-id=\"ld70c578-ogw6sAQW\">L3 Worker\uff08\u72ec\u7acb\u534f\u4f5c\u8005\uff09\uff1a\u6743\u9650\u6536\u655b\uff0c\u53ea\u80fd\u4e0e\u7279\u5b9a Worker \u8fdb\u884c\u5355\u804a\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u201c\u6743\u9650 X \u56e2\u961f\u201d\u7684\u4e8c\u7ef4\u8bbe\u8ba1\uff0c\u8ba9\u771f\u5b9e\u4f01\u4e1a\u4e2d\u201c\u6211\u662f A \u90e8\u95e8\u8d1f\u8d23\u4eba\uff0c\u540c\u65f6\u662f B \u90e8\u95e8\u65c1\u542c\u8005\u201d\u7684\u590d\u6742\u5173\u7cfb\u5f97\u4ee5\u539f\u751f\u8868\u8fbe\u3002\u4eba\u5728\u56de\u8def\uff08HITL\uff09\u4e0d\u518d\u662f\u8865\u4e01\uff0c\u800c\u662f\u6807\u51c6\u914d\u7f6e\u3002<\/p>\n<h2>\u516d\u3001AI Native \u57fa\u7840\u67b6\u6784\u7684\u5de5\u7a0b\u843d\u5730<\/h2>\n<p>1.\u90e8\u7f72\u5f62\u6001\u5bf9\u6bd4<\/p>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-d0gWnW7V\">\n<col span=\"1\" width=\"225.663\" data-id=\"cd89ecb0-gkck4rXy\" \/>\n<col span=\"1\" width=\"225.663\" data-id=\"cd89ecb0-8P5fAlmg\" \/>\n<col span=\"1\" width=\"225.675\" data-id=\"cd89ecb0-DP2CIgoO\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-nfVU5KFK\">\n<tr data-id=\"t31e458f-sCSpVg6r\">\n<td data-id=\"t6267798-ZBOhAe0u\" data-transient-attributes=\"table-cell-selection\"><strong>\u7ef4\u5ea6<\/strong><\/td>\n<td data-id=\"t6267798-iRAVFHal\" data-transient-attributes=\"table-cell-selection\"><strong>\u5f00\u6e90\u81ea\u5efa (HiClaw)<\/strong><\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-mUE2cFTq\" data-transient-attributes=\"table-cell-selection\"><strong>\u4e91\u4ea7\u54c1 (AgentTeams)<\/strong><\/td>\n<\/tr>\n<tr data-id=\"t31e458f-w18sppdJ\">\n<td data-id=\"t6267798-38D6AnVu\" data-transient-attributes=\"table-cell-selection\">Worker \u540e\u7aef<\/td>\n<td data-id=\"t6267798-KhUiakek\" data-transient-attributes=\"table-cell-selection\">Docker \u5bb9\u5668 \/ K8s Pod<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-tP3nUYk2\" data-transient-attributes=\"table-cell-selection\">SAE \/ ECI \u5b9e\u4f8b \/ \u5b89\u5168\u6c99\u7bb1<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-q0TAsUiW\">\n<td data-id=\"t6267798-JVYgHQOX\" data-transient-attributes=\"table-cell-selection\">\u8fd0\u7ef4\u6210\u672c<\/td>\n<td data-id=\"t6267798-NvNkJCBJ\" data-transient-attributes=\"table-cell-selection\">\u4f01\u4e1a\u81ea\u884c\u8fd0\u7ef4\u63a7\u5236\u9762\u4e0e\u57fa\u7840\u8bbe\u65bd<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-t4oJK4Hh\" data-transient-attributes=\"table-cell-selection\">\u4e91\u4ea7\u54c1\u5168\u6258\u7ba1\uff0c\u5f00\u7bb1\u5373\u7528\uff0c\u76d1\u7ba1\u63a7\u4e00\u4f53<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-idwEToza\">\n<td data-id=\"t6267798-bYaxatHC\" data-transient-attributes=\"table-cell-selection\">\u5b89\u5168\u9694\u79bb<\/td>\n<td data-id=\"t6267798-43Mb3uWh\" data-transient-attributes=\"table-cell-selection\">\u81ea\u884c\u901a\u8fc7\u5185\u90e8\u7f51\u7edc\/\u5bb9\u5668\u7b56\u7565\u515c\u5e95<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-WS6Q8Tow\" data-transient-attributes=\"table-cell-selection\">\u72ec\u7acb\u4e91\u8d26\u53f7 + VPC + \u5b89\u5168\u5bb9\u5668\u9694\u79bb<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-QbDERqcu\">\n<td class=\"table-last-column\" data-id=\"t6267798-97GzIXiW\" data-transient-attributes=\"table-cell-selection\">\u5185\u7f51\u8bbf\u95ee<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-OtdHg86R\" data-transient-attributes=\"table-cell-selection\">\u5929\u7136\u53ef\u8fbe\u4f01\u4e1a\u5185\u90e8\u670d\u52a1<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t6267798-YSsCRpmC\" data-transient-attributes=\"table-cell-selection\">\u9700\u901a\u8fc7\u5b89\u5168\u63a5\u5165\u7f51\u5173\u6253\u901a\u5185\u90e8\u7f51\u7edc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u51fa\u4e8e\u201c\u805a\u7126\u4e1a\u52a1\u3001\u4ee5\u771f\u5b9e\u4e1a\u52a1\u53cd\u54fa\u4ea7\u54c1\uff08Dog-fooding\uff09\u201d\u7684\u8003\u91cf\uff0c\u6211\u4eec\u9009\u62e9\u4e86\u4e91\u4ea7\u54c1\u6258\u7ba1\u8def\u5f84\u8fdb\u884c\u843d\u5730\u3002<\/p>\n<p>2.\u5b9e\u65bd\u56db\u6b65\u8d70\u65b9\u6848<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_2\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">[ AgentTeams \u516c\u5171\u4e91 VPC ] \u2500\u2500( \u51ed\u8bc1\u6536\u655b\uff1aConsumer Token )\u2500\u2500&gt; [ AI \u7f51\u5173 ]\r\n                                                                \u2502\r\n                                            (\u5b89\u5168\u7f51\u7edc\u901a\u9053) \u2500\u2500\u2500\u2500\u2500\u2500\u2518\r\n                                                \u2502\r\n                                                \u25bc\r\n                                    [ \u4f01\u4e1a\u5185\u7f51\u654f\u611f\u670d\u52a1 \/ MCP ]<\/code><\/pre>\n<ul id=\"code_id_2\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<ul data-id=\"ua73dd4b-aMLUriwQ\">\n<li data-id=\"ld70c578-yfwUw7Rl\">\u5f00\u901a\u6258\u7ba1\u670d\u52a1\uff1a\u5b9e\u4f8b\u8fd0\u884c\u5728\u72ec\u7acb\u5b89\u5168\u96c6\u7fa4\u4e2d\uff0c\u514d\u53bb\u57fa\u7840\u8bbe\u65bd\u8fd0\u7ef4\uff0c\u8ba9\u56e2\u961f\u805a\u7126\u6570\u5b57\u4eba\u672c\u8eab\u3002<\/li>\n<li data-id=\"ld70c578-uVSFpUPE\">\u6784\u5efa Worker \u56e2\u961f\uff1a\u767d\u5c4f\u5316\u914d\u7f6e SOUL.MD\u3001AGENT.MD \u4e0e Skills \u7ed1\u5b9a\uff0c\u5efa\u7acb\u57fa\u7840\u534f\u4f5c\u5c0f\u7ec4\u3002<\/li>\n<li data-id=\"ld70c578-hZamsBJM\">\u6253\u901a\u7f51\u7edc\u5b89\u5168\u901a\u9053\uff1a\u5efa\u7acb\u516c\u5171\u4e91\u4e0e\u5185\u7f51\u7684\u5355\u5411\u5b89\u5168\u901a\u9053\u3002\u63d0\u4f9b\u7cbe\u7ec6\u5316\u5ba1\u8ba1\uff0c\u5c06 Agent \u7684\u884c\u4e3a\u4e25\u683c\u9650\u5236\u5728\u7279\u5b9a VPC \u5185\uff0c\u9632\u6b62\u6a21\u578b\u5e7b\u89c9\u5f15\u53d1\u5185\u7f51\u8bef\u64cd\u4f5c\u3002<\/li>\n<li data-id=\"ld70c578-b3B0KvtT\">\u51ed\u8bc1\u6536\u655b\u4e8e AI \u7f51\u5173\uff1aLLM API Key\u3001MCP Token \u4ee5\u53ca\u5185\u90e8\u7cfb\u7edf\u7684\u51ed\u8bc1\u7edf\u4e00\u7531\u7f51\u5173\uff08\u5982 Higress\uff09\u6301\u6709\u3002Worker \u5bb9\u5668\u53ea\u62ff\u4e00\u4e2a\u53ef\u968f\u65f6\u540a\u9500\u7684 Consumer Token\u3002\u8c01\u80fd\u8c03\u54ea\u4e2a\u6a21\u578b\u3001\u8c03\u54ea\u4e2a\u63a5\u53e3\uff0c\u5168\u90e8\u53d8\u6210\u7f51\u5173\u5c42\u53ef\u52a8\u6001\u8c03\u6574\u7684\u7b56\u7565\u3002<\/li>\n<\/ul>\n<h2>\u4e03\u3001\u5b9e\u6218\u6f14\u7ec3\uff1a15 \u4e2a Agent \u4e0e 4 \u5927 AI Native \u573a\u666f<\/h2>\n<p>\u76ee\u524d\u6211\u4eec\u5728\u5e73\u53f0\u4e0a\u90e8\u7f72\u4e8615 \u4e2a Agent\uff0c\u5168\u9762\u8986\u76d6\u7814\u53d1\u3001\u6d4b\u8bd5\u3001\u8bca\u65ad\u3001\u7b54\u7591\u3001\u7ecf\u8425\u5206\u6790\u548c\u77e5\u8bc6\u6c89\u6dc0\u516d\u5927\u9886\u57df\u3002\u5355\u5175\u4f5c\u6218\u4ef7\u503c\u6709\u9650\uff0c\u771f\u6b63\u7684\u5316\u5316\u5b66\u53cd\u5e94\u6765\u81ea\u4e8e\u5c06\u5b83\u4eec\u4e32\u8054\u6210\u7aef\u5230\u7aef\u7684\u4e1a\u52a1\u95ed\u73af\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_3\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">\u3010\u8fc7\u53bb\u3011 \u4eba\u7c7b \u2794 \u64cd\u4f5c\u5de5\u5177 (SLS \/ Git \/ \u76d1\u63a7)\r\n\u3010\u73b0\u5728\u3011 \u4e1a\u52a1\u8f93\u5165 \/ \u4e8b\u4ef6\u89e6\u53d1 \u2794 Agent \u56e2\u961f\u534f\u540c \u2794 \u81ea\u52a8\u64cd\u4f5c\u5de5\u5177 \u2794 \u4eba\u7c7b\u5728\u5173\u952e\u62d0\u70b9\u51b3\u7b56<\/code><\/pre>\n<ul id=\"code_id_3\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>1.\u7b2c\u4e00\u9636\u6bb5\u56db\u5927\u843d\u5730\u573a\u666f<\/p>\n<ul data-id=\"ua73dd4b-PWLEBfEG\">\n<li data-id=\"ld70c578-pBVZYfNL\">A. \u5185\u90e8\u4ea7\u54c1\u7814\u53d1\u5168\u94fe\u8def\uff08AgentLoop\uff09\uff1a\u4ece\u4e00\u53e5\u8bdd\u9700\u6c42\uff0c\u5230 Spec \u2794 \u4ee3\u7801 \u2794 Review \u2794 \u6d4b\u8bd5 \u2794 \u53d1\u5e03 \u5168\u81ea\u52a8\u8dd1\u901a\u3002\u4eba\u7c7b\u53ea\u5728\u9700\u6c42\u6f84\u6e05\u3001PR \u5408\u5e76\u3001\u751f\u4ea7\u53d1\u5e03\u7b49\u5173\u952e\u70b9\u8fdb\u884c\u51b3\u7b56\u3002<\/li>\n<li data-id=\"ld70c578-9ppP66Ay\">B. 7\u00d724 \u667a\u80fd\u503c\u73ed\u7b54\u7591\u4e2d\u5fc3\uff08\u4e91\u76d1\u63a7\uff09\uff1a\u5de5\u5355\u5168\u81ea\u52a8\u63a5\u7ba1\uff0c\u5b9e\u73b0 \u81ea\u52a8\u5206\u8bca \u2794 \u6839\u56e0\u8bca\u65ad \u2794 \u56de\u590d\u5efa\u8bae \u5168\u7a0b\u95ed\u73af\uff0c\u503c\u73ed\u4eba\u7c7b\u53ea\u9700\u5ba1\u6838\u7591\u96be\u6742\u75c7\u3002<\/li>\n<li data-id=\"ld70c578-7y7f0rhm\">C. \u5f00\u6e90\u7814\u53d1\u6d41\u6c34\u7ebf\uff08RocketMQ \/ Chaosblade\uff09\uff1a\u81ea\u52a8\u5de1\u68c0 Issue\/PR\u3001\u51fa Patch\u3001\u8dd1 Code Review\uff0c\u4eba\u7c7b\u4ec5\u628a\u63a7\u6700\u540e\u7684 \/approve \u5408\u5e76\u52a8\u4f5c\u3002<\/li>\n<li data-id=\"ld70c578-OFpQMz8P\">D. \u7ecf\u8425 + \u793e\u533a\u53cc\u9a7e\u9a76\u8231\uff08\u8fd0\u8425 \/ PM\uff09\uff1a\u4ea7\u54c1\u4e0e\u8fd0\u8425\u7528\u81ea\u7136\u8bed\u8a00\u8be2\u95ee\u590d\u6742\u7ecf\u8425\u6570\u636e\uff0c\u6570\u5b57\u4eba\u81ea\u52a8\u53d6\u6570\u3001\u8ba1\u7b97\u5e76\u6e32\u67d3\u56fe\u8868\u8fd4\u56de\u3002<\/li>\n<\/ul>\n<p>2.\u5178\u578b\u6210\u6548\u590d\u76d8<\/p>\n<p>\u6848\u4f8b\u4e00\uff1a7\u00d724 \u667a\u80fd\u503c\u73ed\u7b54\u7591 \u2794 6\u5206\u949f\u5de5\u5355\u5168\u95ed\u73af<\/p>\n<p>\u4ece\u4e00\u5f20\u5de5\u5355\u94fe\u63a5\u51fa\u53d1\uff0c\u4e09\u4f4d\u6570\u5b57\u5458\u5de5\u57286 \u5206\u949f\u5185\uff0813:50 \u2794 13:56\uff09\u5b8c\u6210\u4e86\u201c\u63a5\u5355\u3001\u8def\u7531\u3001\u4e24\u9636\u6bb5\u6839\u56e0\u8bca\u65ad\u3001\u8f93\u51fa\u4fee\u590d\u65b9\u6848\u3001\u751f\u6210\u5de5\u5355\u56de\u590d\u5efa\u8bae\u201d\u7684\u5168\u94fe\u8def\u95ed\u73af\u3002<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf\uff1a\u81ea\u52a8\u5206\u8bca\u4e0d\u9760\u4eba\u8089\u5224\u65ad\uff1bDAG \u4e32\u8054\u8ba9\u4e13\u5bb6 Agent \u95f4\u4fe1\u606f\u900f\u4f20\u65e0\u6298\u635f\uff1b\u8bca\u65ad\u6df1\u5165\u7cfb\u7edf\u5e95\u5c42\u7684\u94fe\u8def\u65ad\u70b9\uff0c\u6700\u7ec8\u5c06\u534a\u5929\u7684\u5de5\u5355\u5904\u7406\u65f6\u95f4\u538b\u7f29\u4e3a\u4eba\u7c7b 1 \u5206\u949f\u5ba1\u67e5\u6536\u5c3e\u3002<\/p>\n<p>\u6848\u4f8b\u4e8c\uff1a\u5f00\u6e90\u7814\u53d1\u6d41\u6c34\u7ebf \u2794 Issue \u5230 PR \u7684\u81ea\u52a8\u5316<\/p>\n<p>\u5728\u63a5\u5230\u201c\u5206\u6790 chaosblade#1301\u9707\u8361\u53cd\u9988\u56de\u8def\u6839\u56e0\u201d\u7684\u5355\u6761\u4eba\u7c7b\u6307\u4ee4\u540e\uff0cgithub-chaosblade \u667a\u80fd\u4f53\u81ea\u53d1\u5b8c\u6210\u4e86\u6e90\u7801\u5b9a\u4f4d\u3001\u5728 Issue \u4e0b\u63d0\u4ea4\u82f1\u6587 RCA \u62a5\u544a\u3001\u5728\u5206\u652f\u751f\u6210\u6d4b\u8bd5\u7528\u4f8b\u4e0e\u4ee3\u7801\u4fee\u590d\u3001\u63d0\u4ea4 PR\uff0c\u5e76\u6839\u636e CI \u53cd\u9988\u81ea\u4e3b\u8fdb\u884c &#8211;amend \u4fee\u6b63\u3002<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf\uff1a\u5177\u5907\u5de5\u7a0b\u7ea7\u4ea4\u4ed8\u8d28\u91cf\uff0c\u80fd\u591f\u5b8c\u5168\u878d\u5165 GitHub \u534f\u540c\u8bed\u5883\uff0c\u5b9e\u73b0\u201c\u5185\u90e8\u4e0b\u6307\u4ee4\uff0c\u5916\u90e8\u81ea\u52a8\u5316\u4ea4\u4ed8\u201d\u7684\u65e0\u7f1d\u8de8\u5e73\u53f0\u534f\u540c\u3002<\/p>\n<h2>\u516b\u3001\u5199\u5728\u6700\u540e\uff1a\u4e0b\u4e00\u4e2a\u5341\u5e74\uff0c\u5c5e\u4e8e AI Native<\/h2>\n<p>\u8fc7\u53bb\u5341\u5e74\uff0c\u4e91\u539f\u751f\uff08Cloud Native\uff09\u8ba9\u6211\u4eec\u4e0d\u518d\u64cd\u5fc3\u670d\u52a1\u5668\u4e0e\u73af\u5883\u90e8\u7f72\uff0c\u8ba9\u57fa\u7840\u8bbe\u65bd\u6210\u4e3a\u4e86\u50cf\u6c34\u7535\u7164\u4e00\u6837\u7684\u5b58\u5728\u3002<\/p>\n<p>\u4e0b\u4e00\u4e2a\u5341\u5e74\uff0cAI Native \u8981\u8ba9\u6211\u4eec\u4e0d\u518d\u64cd\u5fc3 AI \u600e\u4e48\u5728\u5177\u4f53\u4e1a\u52a1\u91cc\u5e72\u6d3b\u3002\u901a\u8fc7 AgentTeams \u8fd9\u5957\u5982\u540c Kubernetes \u4e00\u6837\u7684\u63a7\u5236\u6cbb\u7406\u5e73\u9762\uff0c\u7ec4\u7ec7\u7ed3\u6784\u3001\u901a\u4fe1\u8fb9\u754c\u3001\u7f51\u5173\u51ed\u8bc1\u4e0e\u5171\u4eab\u5b58\u50a8\u88ab\u7edf\u4e00\u7eb3\u5165\u58f0\u660e\u5f0f API \u7684\u63a7\u5236\u5faa\u73af\uff08Reconcile\uff09\u4e2d\u3002<\/p>\n<p>\u201c\u6570\u5b57\u5458\u5de5\u201d\u6b63\u5728\u771f\u6b63\u8131\u79bb PPT\uff0c\u8d70\u5411\u751f\u4ea7\u7ebf\u7684\u6838\u5fc3\u3002<\/p>\n<p>\u53c2\u8003\uff1a<\/p>\n<p>https:\/\/hiclaw.io\/<\/p>\n<p>https:\/\/github.com\/agentscope-ai\/HiClaw<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_29637\" class=\"pvc_stats total_only  \" data-element-id=\"29637\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 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