{"id":86363,"date":"2026-07-28T14:25:10","date_gmt":"2026-07-28T06:25:10","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/86363.html"},"modified":"2026-07-28T14:25:10","modified_gmt":"2026-07-28T06:25:10","slug":"ai-agent-%e6%9e%b6%e6%9e%84%e8%ae%be%e8%ae%a1%e9%80%89%e5%9e%8b%e6%8c%87%e5%8d%97%ef%bc%9achatbot-workflow-agent-harness-%e6%80%8e%e4%b9%88%e9%80%89%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/86363.html","title":{"rendered":"AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f"},"content":{"rendered":"<p>\u5927\u5bb6\u597d&#xff0c;\u6211\u662f\u6d69\u54e5&#xff0c;\u672c\u5468\u5468\u62a5\u56db&#xff08;2&#xff09;&#xff0c;\u89e3\u8bfbAI Agent \u67b6\u6784\u8bbe\u8ba1\u7684\u6df1\u5ea6\u5206\u6790\u6587\u7ae0&#xff0c;\u6587\u7ae0\u5185\u5bb9\u6765\u81ea\u6700\u65b0\u7684\u516c\u4f17\u53f7\u5185\u5bb9&#xff0c;\u6709\u611f\u5174\u8da3\u53ef\u4ee5\u70b9\u70b9\u5173\u6ce8\u3001\u6301\u7eed\u5206\u6790\u8be5\u7cfb\u5217\u6587\u7ae0&#xff0c;\u672c\u7cfb\u5217\u6587\u7ae0\u4e3b\u8981\u4f5c\u7528\u8fd8\u662f\u964d\u4f4e\u4f60\u6536\u96c6\u6587\u7ae0\u548c\u81ea\u5df1\u89e3\u8bfb\u6587\u7ae0\u65f6\u95f4&#xff0c;\u5185\u5bb9\u4e5f\u662f\u8ba9AI\u6df1\u5ea6\u7ed3\u5408\u6587\u7ae0\u89c2\u70b9\u8fdb\u884c\u6574\u7406\u3002<\/p>\n<h3>\u4e00\u3001\u80cc\u666f&#xff1a;\u4e3a\u4ec0\u4e48\u300c\u9009\u578b\u300d\u6bd4\u300c\u5b9e\u73b0\u300d\u66f4\u91cd\u8981&#xff1f;<\/h3>\n<p>\u667a\u80fd\u4e0d\u4eba\u5de5\u5728\u300a\u522b\u518d\u4e0a\u6765\u5c31Agent\u4e86\u300b\u4e2d\u63d0\u51fa\u4e86\u4e00\u4e2a\u5c16\u9510\u7684\u95ee\u9898&#xff1a;<\/p>\n<p>\u300c\u5f88\u591a\u56e2\u961f\u4e0a\u6765\u5c31\u505a Agent&#xff0c;\u4f46\u4ed6\u4eec\u7684\u9700\u6c42\u5176\u5b9e\u4e00\u4e2a ChatBot \u5c31\u80fd\u89e3\u51b3\u3002\u300d<\/p>\n<p>\u8fd9\u4e0d\u662f\u6280\u672f\u80fd\u529b\u7684\u95ee\u9898&#xff0c;\u800c\u662f\u67b6\u6784\u51b3\u7b56\u7684\u95ee\u9898\u2014\u2014\u9009\u9519\u4e86\u65b9\u6848&#xff0c;\u4e0d\u4ec5\u589e\u52a0\u5f00\u53d1\u6210\u672c&#xff0c;\u8fd8\u4f1a\u8ba9\u7cfb\u7edf\u53d8\u5f97\u4e0d\u5fc5\u8981\u7684\u590d\u6742\u3002<\/p>\n<p>\u672c\u6587\u63d0\u4f9b\u4e00\u5957\u7cfb\u7edf\u5316\u7684\u9009\u578b\u6846\u67b6&#xff0c;\u5e2e\u52a9\u4f60\u5728 ChatBot\u3001Workflow\u3001Agent\u3001Harness \u4e4b\u95f4\u505a\u51fa\u6b63\u786e\u7684\u9009\u62e9\u3002<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u56db\u79cd\u6a21\u5f0f\u7684\u672c\u8d28\u533a\u522b<\/h3>\n<h4>2.1 ChatBot&#xff08;\u804a\u5929\u673a\u5668\u4eba&#xff09;<\/h4>\n<p>\u5b9a\u4e49&#xff1a;\u4ee5\u5bf9\u8bdd\u5f62\u5f0f\u63d0\u4f9b\u670d\u52a1&#xff0c;\u65e0\u81ea\u4e3b\u884c\u52a8\u80fd\u529b&#xff0c;\u6bcf\u6b21\u56de\u7b54\u57fa\u4e8e\u5f53\u524d\u8f93\u5165&#043;\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>\u6838\u5fc3\u7279\u5f81&#xff1a;<\/p>\n<ul>\n<li>\u88ab\u52a8\u54cd\u5e94\u2014\u2014\u7528\u6237\u95ee\u4e86\u624d\u56de\u7b54<\/li>\n<li>\u65e0\u5de5\u5177\u8c03\u7528\u2014\u2014\u56de\u7b54\u57fa\u4e8e\u6a21\u578b\u77e5\u8bc6&#043;\u4e0a\u4e0b\u6587<\/li>\n<li>\u65e0\u72b6\u6001\u7ba1\u7406\u2014\u2014\u6bcf\u6b21\u5bf9\u8bdd\u72ec\u7acb&#xff08;\u6216\u9760\u5916\u90e8\u8bb0\u5fc6&#xff09;<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;\u5ba2\u670d\u95ee\u7b54\u3001\u77e5\u8bc6\u5e93\u95ee\u7b54\u3001\u7b80\u5355\u54a8\u8be2<\/p>\n<h4>2.2 Workflow&#xff08;\u5de5\u4f5c\u6d41&#xff09;<\/h4>\n<p>\u5b9a\u4e49&#xff1a;\u9884\u5148\u7f16\u6392\u597d\u7684\u56fa\u5b9a\u6b65\u9aa4\u6d41\u7a0b&#xff0c;\u6bcf\u4e00\u6b65\u6267\u884c\u786e\u5b9a\u7684\u64cd\u4f5c\u3002<\/p>\n<p>\u6838\u5fc3\u7279\u5f81&#xff1a;<\/p>\n<ul>\n<li>\u56fa\u5b9a\u6d41\u7a0b\u2014\u2014\u9884\u5148\u5b9a\u4e49\u597d A\u2192B\u2192C\u2192D<\/li>\n<li>\u786e\u5b9a\u6027\u2014\u2014\u6bcf\u4e00\u6b65\u505a\u4ec0\u4e48\u662f\u5199\u6b7b\u7684<\/li>\n<li>\u65e0\u81ea\u4e3b\u51b3\u7b56\u2014\u2014\u6d41\u7a0b\u4e0d\u4f1a\u81ea\u5df1\u300c\u601d\u8003\u8981\u4e0d\u8981\u6362\u4e2a\u65b9\u5f0f\u300d<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;\u6807\u51c6\u64cd\u4f5c\u6d41\u7a0b\u3001\u6570\u636e ETL\u3001\u5ba1\u6279\u6d41\u7a0b<\/p>\n<h4>2.3 Agent&#xff08;\u667a\u80fd\u4f53&#xff09;<\/h4>\n<p>\u5b9a\u4e49&#xff1a;\u4ee5 LLM \u4e3a\u6838\u5fc3&#xff0c;\u5177\u5907\u89c4\u5212\u3001\u8bb0\u5fc6\u3001\u5de5\u5177\u8c03\u7528\u80fd\u529b&#xff0c;\u80fd\u81ea\u4e3b\u51b3\u7b56\u7684\u4efb\u52a1\u95ed\u73af\u7cfb\u7edf\u3002<\/p>\n<p>\u6838\u5fc3\u7279\u5f81&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u4e3b\u51b3\u7b56\u2014\u2014Agent \u81ea\u5df1\u51b3\u5b9a\u4e0b\u4e00\u6b65\u505a\u4ec0\u4e48<\/li>\n<li>\u5de5\u5177\u8c03\u7528\u2014\u2014\u80fd\u8c03\u7528\u5916\u90e8 API \u548c\u5de5\u5177<\/li>\n<li>\u5faa\u73af\u6267\u884c\u2014\u2014\u80fd\u6301\u7eed\u8fed\u4ee3\u76f4\u5230\u4efb\u52a1\u5b8c\u6210<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;\u590d\u6742\u4efb\u52a1\u5904\u7406\u3001\u52a8\u6001\u51b3\u7b56\u3001\u9700\u8981\u8c03\u7528\u5916\u90e8\u5de5\u5177\u7684\u573a\u666f<\/p>\n<h4>2.4 Harness&#xff08;\u9a7e\u9a6d\u6846\u67b6&#xff09;<\/h4>\n<p>\u5b9a\u4e49&#xff1a;Agent \u7684\u8fd0\u884c\u73af\u5883\u2014\u2014\u7ba1\u7406\u6743\u9650\u3001\u4e0a\u4e0b\u6587\u3001\u53cd\u9988\u95ed\u73af\u3001\u5b89\u5168\u62a4\u680f\u7684\u7cfb\u7edf\u3002<\/p>\n<p>\u6838\u5fc3\u7279\u5f81&#xff1a;<\/p>\n<ul>\n<li>\u6267\u884c\u73af\u5883\u2014\u2014Agent \u5728\u54ea\u91cc\u8fd0\u884c<\/li>\n<li>\u63a7\u5236\u673a\u5236\u2014\u2014Agent \u80fd\u505a\u4ec0\u4e48\u3001\u4e0d\u80fd\u505a\u4ec0\u4e48<\/li>\n<li>\u53ef\u89c2\u6d4b\u6027\u2014\u2014Agent \u505a\u4e86\u4ec0\u4e48\u3001\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u505a<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;\u751f\u4ea7\u7ea7 Agent \u90e8\u7f72\u3001\u9700\u8981\u5b89\u5168\u63a7\u5236\u7684\u573a\u666f<\/p>\n<hr \/>\n<h3>\u4e09\u3001\u56db\u7ef4\u51b3\u7b56\u77e9\u9635<\/h3>\n<p>\u57fa\u4e8e\u667a\u80fd\u4e0d\u4eba\u5de5\u548c DataFunTalk \u7684\u591a\u7bc7\u6587\u7ae0&#xff0c;\u6211\u6574\u7406\u4e86\u4e00\u4e2a\u9009\u578b\u6846\u67b6&#xff1a;<\/p>\n<table>\n<tr>\u51b3\u7b56\u7ef4\u5ea6ChatBotWorkflowAgentHarness<\/tr>\n<tbody>\n<tr>\n<td>\u4efb\u52a1\u786e\u5b9a\u6027<\/td>\n<td>\u9ad8<\/td>\n<td>\u6700\u9ad8<\/td>\n<td>\u4f4e<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>\u662f\u5426\u9700\u8981\u5de5\u5177<\/td>\n<td>\u5426<\/td>\n<td>\u6709\u9650<\/td>\n<td>\u662f<\/td>\n<td>\u7ba1\u7406\u5de5\u5177<\/td>\n<\/tr>\n<tr>\n<td>\u662f\u5426\u81ea\u4e3b\u51b3\u7b56<\/td>\n<td>\u5426<\/td>\n<td>\u5426<\/td>\n<td>\u662f<\/td>\n<td>\u63a7\u5236\u51b3\u7b56<\/td>\n<\/tr>\n<tr>\n<td>\u9519\u8bef\u6210\u672c<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e2d<\/td>\n<td>\u9ad8<\/td>\n<td>\u964d\u4f4e\u9519\u8bef<\/td>\n<\/tr>\n<tr>\n<td>\u5b9e\u73b0\u590d\u6742\u5ea6<\/td>\n<td>\u6700\u4f4e<\/td>\n<td>\u4f4e<\/td>\n<td>\u9ad8<\/td>\n<td>\u6700\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u9002\u7528\u573a\u666f\u5360\u6bd4<\/td>\n<td>~40%<\/td>\n<td>~30%<\/td>\n<td>~20%<\/td>\n<td>~10%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>\u56db\u3001\u9009\u578b\u4e09\u6b65\u6cd5<\/h3>\n<h4>\u7b2c\u4e00\u6b65&#xff1a;\u770b\u300c\u4efb\u52a1\u786e\u5b9a\u6027\u300d<\/h4>\n<p>\u5982\u679c\u4f60\u80fd\u9884\u5148\u5199\u6e05\u695a\u6bcf\u4e00\u6b65\u505a\u4ec0\u4e48 \u2192 Workflow \u5982\u679c\u4f60\u53ea\u80fd\u63cf\u8ff0\u300c\u8981\u5b8c\u6210\u4ec0\u4e48\u300d&#xff0c;\u8bf4\u4e0d\u6e05\u5177\u4f53\u6b65\u9aa4 \u2192 Agent<\/p>\n<p>\u8fd9\u662f\u6700\u91cd\u8981\u7684\u5206\u6c34\u5cad\u3002\u667a\u80fd\u4e0d\u4eba\u5de5\u63d0\u51fa\u4e86\u4e00\u4e2a\u5224\u65ad\u6807\u51c6&#xff1a;<\/p>\n<p>\u5982\u679c\u4e1a\u52a1\u903b\u8f91\u53ef\u4ee5\u753b\u6210\u300c\u6d41\u7a0b\u56fe\u300d\u2192 Workflow \u5c31\u591f\u4e86<br \/>\n\u5982\u679c\u4e1a\u52a1\u903b\u8f91\u53ea\u80fd\u5199\u6210\u300c\u9700\u6c42\u6587\u6863\u300d\u2192 \u9700\u8981 Agent<\/p>\n<p>\u771f\u5b9e\u6848\u4f8b&#xff1a;<\/p>\n<ul>\n<li>\u300c\u6bcf\u5929\u65e9\u4e0a8\u70b9\u4ece A \u7cfb\u7edf\u62c9\u6570\u636e&#xff0c;\u5904\u7406\u540e\u5199\u5165 B \u7cfb\u7edf\u300d\u2192 Workflow&#xff08;\u6bcf\u4e00\u6b65\u90fd\u786e\u5b9a&#xff09;<\/li>\n<li>\u300c\u5e2e\u7528\u6237\u505a\u5408\u540c\u5ba1\u6838&#xff0c;\u53d1\u73b0\u5f02\u5e38\u6761\u6b3e\u5c31\u6807\u8bb0&#xff0c;\u4e0d\u786e\u5b9a\u7684\u5347\u7ea7\u7ed9\u4eba\u300d\u2192 Agent&#xff08;\u9700\u8981\u81ea\u4e3b\u5224\u65ad&#xff09;<\/li>\n<\/ul>\n<h4>\u7b2c\u4e8c\u6b65&#xff1a;\u770b\u300c\u662f\u5426\u9700\u8981\u5de5\u5177\u300d<\/h4>\n<p>\u4e0d\u9700\u8981\u8c03\u7528\u5916\u90e8\u7cfb\u7edf \u2192 ChatBot \u5c31\u591f\u4e86 \u9700\u8981\u8c03\u7528 API\/\u6570\u636e\u5e93\/\u6587\u4ef6\u7cfb\u7edf \u2192 \u8003\u8651 Agent<\/p>\n<p>ChatBot \u548c Agent \u7684\u6838\u5fc3\u5206\u754c\u7ebf\u662f\u6709\u6ca1\u6709\u5de5\u5177\u8c03\u7528\u80fd\u529b\u3002<\/p>\n<p>\u771f\u5b9e\u6848\u4f8b&#xff1a;<\/p>\n<ul>\n<li>\u300c\u7528\u6237\u95ee\u300e\u4ec0\u4e48\u662f RAG\u300f&#xff0c;\u6211\u56de\u7b54\u5b9a\u4e49\u300d\u2192 ChatBot&#xff08;\u6a21\u578b\u77e5\u8bc6\u5c31\u591f\u4e86&#xff09;<\/li>\n<li>\u300c\u7528\u6237\u95ee\u300e\u6211\u4eec\u516c\u53f8\u4e0a\u4e2a\u6708\u7684\u9500\u552e\u989d\u662f\u591a\u5c11\u300f&#xff0c;\u9700\u8981\u67e5\u6570\u636e\u5e93\u300d\u2192 Agent&#xff08;\u9700\u8981\u5de5\u5177\u8c03\u7528&#xff09;<\/li>\n<\/ul>\n<h4>\u7b2c\u4e09\u6b65&#xff1a;\u770b\u300c\u9519\u8bef\u6210\u672c\u300d<\/h4>\n<p>\u51fa\u9519\u5f71\u54cd\u5c0f \u2192 ChatBot \u6216\u7b80\u5355 Agent \u5c31\u884c \u51fa\u9519\u53ef\u80fd\u5bfc\u81f4\u4e1a\u52a1\u635f\u5931 \u2192 \u5fc5\u987b\u4e0a Harness<\/p>\n<p>\u667a\u80fd\u4e0d\u4eba\u5de5\u5728\u300aClaudeCode\u7684\u7075\u9b42\u5de5\u7a0b\u2014\u2014\u6838\u5fc3\u63d0\u793a\u8bcd\u7684\u4e03\u5c42\u8bbe\u8ba1\u300b\u4e2d\u62c6\u89e3\u4e86 Harness \u7684\u9632\u62a4\u5c42\u6b21&#xff1a;<\/p>\n<p>\u7b2c1\u5c42&#xff1a;Deny Rules&#xff08;\u4e0d\u53ef\u7ed5\u8fc7\u7684\u89c4\u5219&#xff09;<br \/>\n\u7b2c2\u5c42&#xff1a;Permission Mode&#xff08;\u884c\u4e3a\u5f00\u5173&#xff09;<br \/>\n\u7b2c3\u5c42&#xff1a;Always Allow Rules&#xff08;\u51cf\u5c11\u6253\u6270&#xff09;<br \/>\n\u7b2c4\u5c42&#xff1a;Hooks&#xff08;\u4e2d\u95f4\u4ef6\u5ba1\u8ba1&#xff09;<br \/>\n\u7b2c5\u5c42&#xff1a;AST \u5b89\u5168\u5206\u6790&#xff08;\u4ee3\u7801\u7ea7\u9632\u62a4&#xff09;<br \/>\n\u7b2c6\u5c42&#xff1a;Token \u9884\u7b97\u63a7\u5236<br \/>\n\u7b2c7\u5c42&#xff1a;\u4eba\u5de5\u4ecb\u5165\u70b9<\/p>\n<p>\u9519\u8bef\u6210\u672c\u8d8a\u9ad8&#xff0c;\u9700\u8981\u8d8a\u591a\u7684 Harness \u5c42\u7ea7\u4fdd\u62a4\u3002<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u5e38\u89c1\u9009\u578b\u8bef\u533a<\/h3>\n<h4>\u8bef\u533a\u4e00&#xff1a;\u300c\u6709 AI \u5c31\u662f Agent\u300d<\/h4>\n<p>\u667a\u80fd\u4e0d\u4eba\u5de5\u5728\u300aAINative \u4e0d\u662f\u7ed9\u8f6f\u4ef6\u52a0\u4e0a AI \u800c\u662f\u7528 AI \u91cd\u5199\u8f6f\u4ef6\u300b\u4e2d\u6307\u51fa&#xff1a;<\/p>\n<p>\u300c\u5f88\u591a\u4ea7\u54c1\u628a ChatBot \u5305\u88c5\u6210 Agent \u6765\u5356&#xff0c;\u4f46\u7528\u6237\u95ee\u51e0\u4e2a\u95ee\u9898\u5c31\u53d1\u73b0\u5b83\u6ca1\u6709\u81ea\u4e3b\u884c\u52a8\u80fd\u529b\u2014\u2014\u8fd9\u4e0d\u662f\u6280\u672f\u6b3a\u9a97&#xff0c;\u662f\u67b6\u6784\u9009\u578b\u9519\u8bef\u3002\u300d<\/p>\n<h4>\u8bef\u533a\u4e8c&#xff1a;\u300cWorkflow \u592a\u7b80\u5355\u4e86&#xff0c;\u6211\u4eec\u8981\u7528 Agent\u300d<\/h4>\n<p>\u8fd9\u662f\u6700\u5e38\u89c1\u7684\u95ee\u9898\u3002\u5bf9\u4e8e\u56fa\u5b9a\u6d41\u7a0b\u7684\u4efb\u52a1&#xff0c;Workflow \u6bd4 Agent \u66f4\u7a33\u5b9a\u3001\u66f4\u4fbf\u5b9c\u3001\u66f4\u5bb9\u6613\u8c03\u8bd5\u3002<\/p>\n<p>\u5224\u65ad\u6807\u51c6&#xff1a;\u5982\u679c\u4e1a\u52a1\u4eba\u5458\u80fd\u753b\u51fa\u6d41\u7a0b\u56fe&#xff0c;\u5c31\u7528 Workflow\u3002\u753b\u4e0d\u51fa\u6765\u624d\u8003\u8651 Agent\u3002<\/p>\n<h4>\u8bef\u533a\u4e09&#xff1a;\u300cAgent \u4e0d\u9700\u8981 Harness\u300d<\/h4>\n<p>DataFunTalk \u5728\u300aCodingAgent\u7684\u539f\u59cb\u68ee\u6797\u56f0\u5883\u2014\u2014\u4e00\u5f20\u5730\u56fe\u80fd\u89e3\u51b3\u4ec0\u4e48\u300b\u4e2d\u7528\u4e00\u4e2a\u751f\u52a8\u7684\u6bd4\u55bb&#xff1a;<\/p>\n<p>\u300c\u4e0d\u7ed9 Agent \u88c5\u62a4\u680f\u5c31\u653e\u5b83\u4e0a\u7ebf&#xff0c;\u5c31\u50cf\u628a\u4e00\u4e2a\u4eba\u6254\u8fdb\u539f\u59cb\u68ee\u6797\u4e0d\u7ed9\u5730\u56fe\u2014\u2014\u5b83\u53ef\u80fd\u81ea\u5df1\u8d70\u51fa\u6765&#xff0c;\u4e5f\u53ef\u80fd\u6c38\u8fdc\u51fa\u4e0d\u6765\u3002\u300d<\/p>\n<hr \/>\n<h3>\u516d\u3001\u603b\u7ed3&#xff1a;\u9009\u578b\u5bf9\u7167\u8868<\/h3>\n<p>\u4f60\u7684\u9700\u6c42                                \u6700\u4f73\u65b9\u6848<br \/>\n\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\u2500\u2500\u2500\u2500\u2500\u2500<br \/>\n\u7528\u6237\u95ee\u2192\u4f60\u7b54&#xff0c;\u4e0d\u8c03\u5916\u90e8\u7cfb\u7edf                ChatBot<br \/>\n\u6709\u56fa\u5b9a\u6d41\u7a0b&#xff0c;\u6bcf\u4e00\u6b65\u786e\u5b9a                    Workflow<br \/>\n\u9700\u8981\u81ea\u4e3b\u5224\u65ad&#043;\u8c03\u5de5\u5177&#xff0c;\u7b80\u5355\u573a\u666f              Agent<br \/>\n\u9700\u8981\u81ea\u4e3b\u5224\u65ad&#043;\u8c03\u5de5\u5177&#xff0c;\u9ad8\u5b89\u5168\u8981\u6c42            Agent &#043; Harness<br \/>\n\u591a Agent \u534f\u4f5c                             Agent &#043; Graph<\/p>\n<p>\u667a\u80fd\u4e0d\u4eba\u5de5\u7684\u6700\u540e\u4e00\u53e5\u8bdd&#xff1a;<\/p>\n<p>\u300c\u6700\u7b80\u5355\u7684\u65b9\u6848&#xff0c;\u5c31\u662f\u6700\u597d\u7684\u65b9\u6848\u3002\u4e0d\u8981\u4e3a\u4e86\u300e\u7528 Agent\u300f\u800c\u7528 Agent\u3002\u300d<\/p>\n<hr \/>\n<h3>&#x1f4cb; \u6587\u7ae0\u6765\u6e90<\/h3>\n<table>\n<tr>#\u6587\u7ae0\u516c\u4f17\u53f7\u94fe\u63a5<\/tr>\n<tbody>\n<tr>\n<td>1<\/td>\n<td>\u522b\u518d\u4e0a\u6765\u5c31Agent\u4e86\u2014\u2014\u6709\u5173ChatBot\/Workflow\/Agent\/Harness\u8be5\u600e\u4e48\u9009<\/td>\n<td>\u667a\u80fd\u4e0d\u4eba\u5de5<\/td>\n<td>\u5468\u62a5\u7b2c\u56db\u671f\u00b7\u77e5\u8bc6\u5e93\u5185\u90e8<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>AINative\u4e0d\u662f\u7ed9\u8f6f\u4ef6\u52a0\u4e0aAI\u800c\u662f\u7528AI\u91cd\u5199\u8f6f\u4ef6<\/td>\n<td>\u667a\u80fd\u4e0d\u4eba\u5de5<\/td>\n<td>\u5468\u62a5\u7b2c\u56db\u671f\u00b7\u77e5\u8bc6\u5e93\u5185\u90e8<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>ClaudeCode\u7684\u7075\u9b42\u5de5\u7a0b&#xff1a;\u6838\u5fc3\u63d0\u793a\u8bcd\u7684\u4e03\u5c42\u8bbe\u8ba1<\/td>\n<td>\u667a\u80fd\u4e0d\u4eba\u5de5<\/td>\n<td>\u5468\u62a5\u7b2c\u56db\u671f\u00b7\u77e5\u8bc6\u5e93\u5185\u90e8<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>CodingAgent\u7684\u539f\u59cb\u68ee\u6797\u56f0\u5883<\/td>\n<td>DataFunTalk<\/td>\n<td>\u5fae\u4fe1\u539f\u6587<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>\u5168\u94fe\u8def\u7814\u53d1\u667a\u80fd\u4f53&#xff1a;\u4ece\u4f53\u611f\u80fd\u7528\u5230\u5b9e\u9645\u53ef\u7528\u7684\u5de5\u7a0b\u5b9e\u8df5<\/td>\n<td>DataFunTalk<\/td>\n<td>\u5fae\u4fe1\u539f\u6587<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u5927\u5bb6\u597d&#xff0c;\u6211\u662f\u6d69\u54e5&#xff0c;\u672c\u5468\u5468\u62a5\u56db&#xff08;2&#xff09;&#xff0c;\u89e3\u8bfbAI Agent \u67b6\u6784\u8bbe\u8ba1\u7684\u6df1\u5ea6\u5206\u6790\u6587\u7ae0&#xff0c;\u6587\u7ae0\u5185\u5bb9\u6765\u81ea\u6700\u65b0\u7684\u516c\u4f17\u53f7\u5185\u5bb9&#xff0c;\u6709\u611f\u5174\u8da3\u53ef\u4ee5\u70b9\u70b9\u5173\u6ce8\u3001\u6301\u7eed\u5206\u6790\u8be5\u7cfb\u5217\u6587\u7ae0&#xff0c;\u672c\u7cfb\u5217\u6587\u7ae0\u4e3b\u8981\u4f5c\u7528\u8fd8\u662f\u964d\u4f4e\u4f60\u6536\u96c6\u6587\u7ae0\u548c\u81ea\u5df1\u89e3\u8bfb\u6587\u7ae0\u65f6\u95f4&#xff0c;\u5185\u5bb9\u4e5f\u662f\u8ba9AI\u6df1\u5ea6\u7ed3\u5408\u6587\u7ae0\u89c2\u70b9\u8fdb\u884c\u6574\u7406\u3002 \u4e00\u3001\u80cc\u666f&#xff1a;\u4e3a\u4ec0\u4e48\u300c\u9009\u578b\u300d\u6bd4\u300c\u5b9e\u73b0\u300d\u66f4\u91cd\u8981&#xff1f;<br \/>\n\u667a\u80fd\u4e0d\u4eba\u5de5\u5728\u300a\u522b\u518d\u4e0a\u6765\u5c31Ag<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9099,53,50,188,925,176],"topic":[],"class_list":["post-86363","post","type-post","status-publish","format-standard","hentry","category-server","tag-9099","tag-ai","tag-50","tag-188","tag-925","tag-176"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/86363.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u5927\u5bb6\u597d&#xff0c;\u6211\u662f\u6d69\u54e5&#xff0c;\u672c\u5468\u5468\u62a5\u56db&#xff08;2&#xff09;&#xff0c;\u89e3\u8bfbAI Agent \u67b6\u6784\u8bbe\u8ba1\u7684\u6df1\u5ea6\u5206\u6790\u6587\u7ae0&#xff0c;\u6587\u7ae0\u5185\u5bb9\u6765\u81ea\u6700\u65b0\u7684\u516c\u4f17\u53f7\u5185\u5bb9&#xff0c;\u6709\u611f\u5174\u8da3\u53ef\u4ee5\u70b9\u70b9\u5173\u6ce8\u3001\u6301\u7eed\u5206\u6790\u8be5\u7cfb\u5217\u6587\u7ae0&#xff0c;\u672c\u7cfb\u5217\u6587\u7ae0\u4e3b\u8981\u4f5c\u7528\u8fd8\u662f\u964d\u4f4e\u4f60\u6536\u96c6\u6587\u7ae0\u548c\u81ea\u5df1\u89e3\u8bfb\u6587\u7ae0\u65f6\u95f4&#xff0c;\u5185\u5bb9\u4e5f\u662f\u8ba9AI\u6df1\u5ea6\u7ed3\u5408\u6587\u7ae0\u89c2\u70b9\u8fdb\u884c\u6574\u7406\u3002 \u4e00\u3001\u80cc\u666f&#xff1a;\u4e3a\u4ec0\u4e48\u300c\u9009\u578b\u300d\u6bd4\u300c\u5b9e\u73b0\u300d\u66f4\u91cd\u8981&#xff1f; \u667a\u80fd\u4e0d\u4eba\u5de5\u5728\u300a\u522b\u518d\u4e0a\u6765\u5c31Ag\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/86363.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-28T06:25:10+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/86363.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/86363.html\",\"name\":\"AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-07-28T06:25:10+00:00\",\"dateModified\":\"2026-07-28T06:25:10+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/86363.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/86363.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/86363.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/86363.html","og_locale":"zh_CN","og_type":"article","og_title":"AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u5927\u5bb6\u597d&#xff0c;\u6211\u662f\u6d69\u54e5&#xff0c;\u672c\u5468\u5468\u62a5\u56db&#xff08;2&#xff09;&#xff0c;\u89e3\u8bfbAI Agent \u67b6\u6784\u8bbe\u8ba1\u7684\u6df1\u5ea6\u5206\u6790\u6587\u7ae0&#xff0c;\u6587\u7ae0\u5185\u5bb9\u6765\u81ea\u6700\u65b0\u7684\u516c\u4f17\u53f7\u5185\u5bb9&#xff0c;\u6709\u611f\u5174\u8da3\u53ef\u4ee5\u70b9\u70b9\u5173\u6ce8\u3001\u6301\u7eed\u5206\u6790\u8be5\u7cfb\u5217\u6587\u7ae0&#xff0c;\u672c\u7cfb\u5217\u6587\u7ae0\u4e3b\u8981\u4f5c\u7528\u8fd8\u662f\u964d\u4f4e\u4f60\u6536\u96c6\u6587\u7ae0\u548c\u81ea\u5df1\u89e3\u8bfb\u6587\u7ae0\u65f6\u95f4&#xff0c;\u5185\u5bb9\u4e5f\u662f\u8ba9AI\u6df1\u5ea6\u7ed3\u5408\u6587\u7ae0\u89c2\u70b9\u8fdb\u884c\u6574\u7406\u3002 \u4e00\u3001\u80cc\u666f&#xff1a;\u4e3a\u4ec0\u4e48\u300c\u9009\u578b\u300d\u6bd4\u300c\u5b9e\u73b0\u300d\u66f4\u91cd\u8981&#xff1f; \u667a\u80fd\u4e0d\u4eba\u5de5\u5728\u300a\u522b\u518d\u4e0a\u6765\u5c31Ag","og_url":"https:\/\/www.wsisp.com\/helps\/86363.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-07-28T06:25:10+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/86363.html","url":"https:\/\/www.wsisp.com\/helps\/86363.html","name":"AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-07-28T06:25:10+00:00","dateModified":"2026-07-28T06:25:10+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/86363.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/86363.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/86363.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"AI Agent \u67b6\u6784\u8bbe\u8ba1\u9009\u578b\u6307\u5357\uff1aChatBot \/ Workflow \/ Agent \/ Harness \u600e\u4e48\u9009\uff1f"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/86363","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=86363"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/86363\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=86363"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=86363"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=86363"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=86363"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}