{"id":87872,"date":"2026-07-31T02:32:40","date_gmt":"2026-07-30T18:32:40","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/87872.html"},"modified":"2026-07-31T02:32:40","modified_gmt":"2026-07-30T18:32:40","slug":"%e4%bb%8e-prompt-%e5%88%b0-platform%ef%bc%9a%e4%bc%81%e4%b8%9a%e7%ba%a7-ai-agent-%e5%b9%b3%e5%8f%b0%e5%b7%a5%e7%a8%8b%e4%b8%93%e6%a0%8f%e5%af%bc%e8%af%bb","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/87872.html","title":{"rendered":"\u4ece Prompt \u5230 Platform\uff1a\u4f01\u4e1a\u7ea7 AI Agent \u5e73\u53f0\u5de5\u7a0b\u4e13\u680f\u5bfc\u8bfb"},"content":{"rendered":"<h2>\u4ece Prompt \u5230 Platform&#xff1a;\u4f01\u4e1a\u7ea7 AI Agent \u5e73\u53f0\u5de5\u7a0b\u4e13\u680f\u5bfc\u8bfb<\/h2>\n<p>\u6458\u8981&#xff1a; \u5f53 AI Agent \u4ece Demo \u8d70\u5411\u4f01\u4e1a\u751f\u4ea7&#xff0c;\u5de5\u7a0b\u91cd\u70b9\u4f1a\u4ece Prompt \u6269\u5c55\u5230 Context\u3001Workflow\u3001Runtime\u3001Graph Engineering\u3001\u6570\u636e\u95ed\u73af\u3001\u591a\u79df\u6237\u6cbb\u7406\u4e0e\u534f\u8bae\u751f\u6001\u3002\u672c\u6587\u4f5c\u4e3a\u5341\u4e8c\u7bc7\u4e13\u680f\u7684\u603b\u5bfc\u8bfb&#xff0c;\u68b3\u7406\u4ece Prompt Engineering \u5230 Agent Platform Engineering \u7684\u6280\u672f\u6f14\u8fdb\u8def\u5f84&#xff0c;\u5e2e\u52a9\u5f00\u53d1\u8005\u3001\u67b6\u6784\u5e08\u548c\u6280\u672f\u8d1f\u8d23\u4eba\u5efa\u7acb\u5b8c\u6574\u8ba4\u77e5\u6846\u67b6\u3002<\/p>\n<p>\u4e13\u680f\u5173\u952e\u8bcd&#xff1a; AI Agent\u3001Context Engineering\u3001Agent Runtime\u3001Harness Loop\u3001LangGraph\u3001DeepAgent\u3001Graph Engineering\u3001AI Data Platform\u3001\u591a\u79df\u6237\u3001MCP\u3001A2A\u3001Agent Registry\u3001Platform Engineering<\/p>\n<hr \/>\n<p>\u672c\u7cfb\u5217\u4e13\u680f\u603b\u7ed3\u4e86\u672c\u4eba\u8fd1\u5e74\u6765\u5728\u4f01\u4e1a\u7ea7 AI Agent \u5f00\u53d1\u3001\u843d\u5730\u4e0e\u4e0a\u7ebf\u8fc7\u7a0b\u4e2d\u7684\u5b9e\u8df5\u7ecf\u9a8c&#xff0c;\u5185\u5bb9\u6db5\u76d6 Context Engineering\u3001Agent Runtime\u3001\u6570\u636e\u5e73\u53f0\u3001\u591a\u79df\u6237\u6cbb\u7406\u53ca Agent \u5de5\u7a0b\u5316\u5efa\u8bbe\u3002\u5e0c\u671b\u8fd9\u4e9b\u5b9e\u8df5\u603b\u7ed3\u80fd\u4e3a\u6b63\u5728\u63a2\u7d22\u4f01\u4e1a AI \u843d\u5730\u7684\u5f00\u53d1\u8005\u548c\u56e2\u961f\u63d0\u4f9b\u53c2\u8003&#xff0c;\u611f\u8c22\u5173\u6ce8&#xff0c;\u6b22\u8fce\u4ea4\u6d41\u4e0e\u8ba8\u8bba\u3002<\/p>\n<p>\u301001\u3011AI Agent\u4e3a\u4f55\u4ecePrompt\u8d70\u5411Platform&#xff1f; \u301002\u3011Context Engineering&#xff1a;Prompt\u4e0d\u518d\u662f\u6838\u5fc3 \u301003\u3011Workflow\u4e3a\u4f55\u4e0d\u591f&#xff1f;\u4e3a\u4f55\u9700\u8981Agent Runtime&#xff1f; \u301004\u3011Harness Loop&#xff1a;Agent \u5982\u4f55\u5b9e\u73b0\u81ea\u6211\u4fee\u6b63&#xff1f; \u301005\u3011 \u4f01\u4e1a\u7ea7 Agent Runtime \u5982\u4f55\u8bbe\u8ba1&#xff1f; \u301006\u3011AI Data Platform&#xff1a;\u4f01\u4e1aAI\u4e3a\u4f55\u9700\u8981\u6570\u636e\u4e2d\u53f0&#xff1f; \u301007\u3011\u591a\u79df\u6237 AI Agent \u5e73\u53f0\u8bbe\u8ba1\u5b9e\u8df5 \u301008\u3011MCP\u3001A2A \u4e0e Agent Registry \u7684\u4f01\u4e1a\u5b9e\u8df5 \u301009\u3011\u4ece LangChain \u5230 LangGraph&#xff0c;\u518d\u5230 DeepAgent&#xff1a;Agent \u67b6\u6784\u4e3a\u4ec0\u4e48\u4e0d\u65ad\u6f14\u8fdb&#xff1f; \u301010\u3011Graph Engineering&#xff1a;\u4f01\u4e1a\u7ea7 Agent \u5982\u4f55\u4ece\u5355\u4e2a Loop \u8d70\u5411 Graph of Graphs&#xff1f; \u301011\u3011AI Agent \u4e3a\u4ec0\u4e48\u8d8a\u6765\u8d8a\u50cf\u64cd\u4f5c\u7cfb\u7edf&#xff1f; \u301012\u3011Agent Platform Engineer&#xff1a;\u672a\u6765\u5de5\u7a0b\u65b9\u5411<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u4e3a\u4ec0\u4e48\u8981\u5199\u8fd9\u7ec4\u4e13\u680f<\/h3>\n<p>\u8fc7\u53bb\u4e00\u6bb5\u65f6\u95f4&#xff0c;AI Agent \u7684\u8ba8\u8bba\u7ecf\u5e38\u96c6\u4e2d\u5728\u51e0\u4e2a\u95ee\u9898\u4e0a&#xff1a;<\/p>\n<ul>\n<li>Prompt \u5e94\u8be5\u600e\u4e48\u5199&#xff1f;<\/li>\n<li>\u5e94\u8be5\u9009\u62e9\u54ea\u4e00\u4e2a\u5927\u6a21\u578b&#xff1f;<\/li>\n<li>\u5982\u4f55\u63a5\u5165 RAG \u548c\u5de5\u5177\u8c03\u7528&#xff1f;<\/li>\n<li>LangGraph \u7684\u6d41\u7a0b\u56fe\u5e94\u8be5\u600e\u4e48\u753b&#xff1f;<\/li>\n<li>\u591a Agent \u662f\u5426\u4e00\u5b9a\u6bd4\u5355 Agent \u66f4\u5f3a&#xff1f;<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u95ee\u9898\u90fd\u91cd\u8981&#xff0c;\u4f46\u5b83\u4eec\u4e3b\u8981\u5173\u6ce8\u6a21\u578b\u8c03\u7528\u548c\u5e94\u7528\u5f00\u53d1\u3002\u5f53 Agent \u771f\u6b63\u8fdb\u5165\u4f01\u4e1a\u751f\u4ea7\u73af\u5883&#xff0c;\u7cfb\u7edf\u9762\u5bf9\u7684\u95ee\u9898\u4f1a\u8fc5\u901f\u6269\u5927&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u3001\u7ec4\u7ec7\u548c\u79df\u6237\u4e4b\u95f4\u5982\u4f55\u9694\u79bb&#xff1f;<\/li>\n<li>\u6a21\u578b\u4f7f\u7528\u7684\u4e0a\u4e0b\u6587\u6765\u81ea\u54ea\u91cc&#xff0c;\u662f\u5426\u53ef\u4fe1\u3001\u662f\u5426\u8fc7\u671f&#xff1f;<\/li>\n<li>\u5de5\u5177\u8c03\u7528\u524d\u5982\u4f55\u6821\u9a8c\u6743\u9650\u3001\u53c2\u6570\u548c\u98ce\u9669&#xff1f;<\/li>\n<li>\u957f\u4efb\u52a1\u4e2d\u65ad\u540e\u5982\u4f55\u6062\u590d&#xff1f;<\/li>\n<li>\u4eba\u5de5\u5ba1\u6838\u901a\u8fc7\u540e\u5982\u4f55\u7ee7\u7eed\u539f\u6765\u7684\u6267\u884c&#xff1f;<\/li>\n<li>MCP \u5de5\u5177\u548c\u8fdc\u7a0b Agent \u5982\u4f55\u6ce8\u518c\u3001\u53d1\u73b0\u4e0e\u6cbb\u7406&#xff1f;<\/li>\n<li>\u4e00\u6b21\u5931\u8d25\u5982\u4f55\u56de\u653e\u3001\u8bc4\u6d4b\u5e76\u8f6c\u5316\u4e3a\u4f18\u5316\u6570\u636e&#xff1f;<\/li>\n<li>\u6a21\u578b\u3001Prompt\u3001\u5de5\u5177\u6216\u7b56\u7565\u5347\u7ea7\u540e&#xff0c;\u5982\u4f55\u8bc1\u660e\u6548\u679c\u771f\u7684\u53d8\u597d&#xff1f;<\/li>\n<\/ul>\n<p>\u8fd9\u65f6&#xff0c;AI Agent \u5df2\u7ecf\u4e0d\u518d\u662f\u201c\u4e00\u6bb5 Prompt \u52a0\u51e0\u4e2a\u5de5\u5177\u201d&#xff0c;\u800c\u662f\u4e00\u4e2a\u5305\u542b\u63a5\u5165\u3001\u4e0a\u4e0b\u6587\u3001\u8ba1\u5212\u3001\u6267\u884c\u3001\u72b6\u6001\u3001\u6743\u9650\u3001\u89c2\u6d4b\u3001\u8bc4\u6d4b\u548c\u6570\u636e\u6cbb\u7406\u7684\u590d\u6742\u8fd0\u884c\u7cfb\u7edf\u3002<\/p>\n<p>\u8fd9\u7ec4\u4e13\u680f\u5e0c\u671b\u56de\u7b54\u7684\u6838\u5fc3\u95ee\u9898\u662f&#xff1a;<\/p>\n<p>\u4f01\u4e1a\u5982\u4f55\u628a\u4e00\u4e2a\u80fd\u6f14\u793a\u7684 Agent&#xff0c;\u5efa\u8bbe\u6210\u53ef\u8fd0\u884c\u3001\u53ef\u6cbb\u7406\u3001\u53ef\u6062\u590d\u3001\u53ef\u8bc4\u6d4b\u3001\u53ef\u6301\u7eed\u6f14\u8fdb\u7684\u5e73\u53f0\u80fd\u529b&#xff1f;<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u4e13\u680f\u6280\u672f\u5168\u666f<\/h3>\n<p>\u5341\u4e8c\u7bc7\u6587\u7ae0\u4e0d\u662f\u5341\u4e8c\u4e2a\u5f7c\u6b64\u72ec\u7acb\u7684\u8bdd\u9898&#xff0c;\u800c\u662f\u4e00\u6761\u9010\u5c42\u63a8\u8fdb\u7684\u6280\u672f\u4e3b\u7ebf&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730183236-6a6b98c460703.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u53ef\u4ee5\u628a\u8fd9\u6761\u4e3b\u7ebf\u6982\u62ec\u4e3a\u4e94\u4e2a\u9636\u6bb5\u3002<\/p>\n<h4>\u7b2c\u4e00\u9636\u6bb5&#xff1a;\u4ece\u6a21\u578b\u8c03\u7528\u8f6c\u5411\u4e0a\u4e0b\u6587\u63a7\u5236<\/h4>\n<p>Prompt Engineering \u89e3\u51b3\u4e00\u6b21\u6a21\u578b\u8c03\u7528\u7684\u6307\u4ee4\u8868\u8fbe\u95ee\u9898&#xff0c;Context Engineering \u5219\u8fdb\u4e00\u6b65\u7ba1\u7406\u6a21\u578b\u672c\u6b21\u63a8\u7406\u80fd\u591f\u770b\u5230\u4ec0\u4e48\u3001\u76f8\u4fe1\u4ec0\u4e48\u4ee5\u53ca\u5ffd\u7565\u4ec0\u4e48\u3002<\/p>\n<p>\u5bf9\u5e94\u6587\u7ae0&#xff1a;<\/p>\n<ul>\n<li>\u7b2c 1 \u7bc7&#xff1a;\u4ece Prompt Engineering \u5230 Platform Engineering<\/li>\n<li>\u7b2c 2 \u7bc7&#xff1a;Context Engineering<\/li>\n<\/ul>\n<h4>\u7b2c\u4e8c\u9636\u6bb5&#xff1a;\u4ece\u6d41\u7a0b\u7f16\u6392\u8f6c\u5411\u751f\u4ea7\u8fd0\u884c<\/h4>\n<p>Workflow \u53ef\u4ee5\u63cf\u8ff0\u8282\u70b9\u548c\u6d41\u8f6c&#xff0c;\u4f46\u4f01\u4e1a\u751f\u4ea7\u73af\u5883\u8fd8\u9700\u8981\u6743\u9650\u6821\u9a8c\u3001\u72b6\u6001\u6062\u590d\u3001\u5e42\u7b49\u63a7\u5236\u3001\u4eba\u5de5\u5ba1\u6838\u3001\u6267\u884c\u8ffd\u8e2a\u548c\u5f02\u5e38\u6cbb\u7406\u3002Agent Runtime \u6b63\u662f\u627f\u8f7d\u8fd9\u4e9b\u80fd\u529b\u7684\u8fd0\u884c\u63a7\u5236\u5c42\u3002<\/p>\n<p>\u5bf9\u5e94\u6587\u7ae0&#xff1a;<\/p>\n<ul>\n<li>\u7b2c 3 \u7bc7&#xff1a;Workflow \u4e0e Agent Runtime \u7684\u8fb9\u754c<\/li>\n<li>\u7b2c 4 \u7bc7&#xff1a;Harness Loop \u4e0e\u53d7\u63a7\u81ea\u6211\u4fee\u6b63<\/li>\n<li>\u7b2c 5 \u7bc7&#xff1a;\u4f01\u4e1a\u7ea7 Agent Runtime \u8bbe\u8ba1<\/li>\n<\/ul>\n<h4>\u7b2c\u4e09\u9636\u6bb5&#xff1a;\u4ece\u5355\u6b21\u6267\u884c\u8f6c\u5411\u5e73\u53f0\u6cbb\u7406<\/h4>\n<p>Agent \u4e0a\u7ebf\u540e\u4f1a\u4ea7\u751f Trace\u3001\u5931\u8d25\u6848\u4f8b\u3001\u4eba\u5de5\u53cd\u9988\u548c\u8bc4\u6d4b\u6837\u672c\u3002\u5e73\u53f0\u8fd8\u8981\u5904\u7406\u591a\u79df\u6237\u9694\u79bb\u3001\u80fd\u529b\u6ce8\u518c\u3001\u534f\u8bae\u63a5\u5165\u3001\u7248\u672c\u6cbb\u7406\u548c\u7070\u5ea6\u53d1\u5e03\u3002<\/p>\n<p>\u5bf9\u5e94\u6587\u7ae0&#xff1a;<\/p>\n<ul>\n<li>\u7b2c 6 \u7bc7&#xff1a;AI Data Platform<\/li>\n<li>\u7b2c 7 \u7bc7&#xff1a;\u591a\u79df\u6237 Agent \u5e73\u53f0<\/li>\n<li>\u7b2c 8 \u7bc7&#xff1a;MCP\u3001A2A \u4e0e Agent Registry<\/li>\n<\/ul>\n<h4>\u7b2c\u56db\u9636\u6bb5&#xff1a;\u4ece\u5355\u4e2a Loop \u8f6c\u5411 Graph Engineering<\/h4>\n<p>\u5f53\u5355\u4e2a Agent \u5f00\u59cb\u62e5\u6709\u72b6\u6001\u3001\u5faa\u73af\u3001\u6062\u590d\u548c\u81ea\u4e3b\u89c4\u5212\u80fd\u529b&#xff0c;\u4e0b\u4e00\u6b65\u5c31\u4e0d\u518d\u662f\u7ee7\u7eed\u6269\u5f20\u4e00\u4e2a\u8d85\u7ea7 Agent&#xff0c;\u800c\u662f\u660e\u786e\u591a\u4e2a Graph\u3001Loop \u548c\u9886\u57df Agent \u4e4b\u95f4\u7684\u534f\u8bae\u3001\u72b6\u6001\u3001\u6743\u9650\u3001\u9884\u7b97\u4e0e\u5426\u51b3\u5173\u7cfb\u3002<\/p>\n<p>\u5bf9\u5e94\u6587\u7ae0&#xff1a;<\/p>\n<ul>\n<li>\u7b2c 9 \u7bc7&#xff1a;\u4ece LangChain\u3001LangGraph \u5230 DeepAgent \u7684\u67b6\u6784\u6f14\u8fdb<\/li>\n<li>\u7b2c 10 \u7bc7&#xff1a;Graph Engineering \u4e0e Graph of Graphs<\/li>\n<\/ul>\n<h4>\u7b2c\u4e94\u9636\u6bb5&#xff1a;\u4ece\u7cfb\u7edf\u67b6\u6784\u8f6c\u5411\u5e73\u53f0\u5de5\u7a0b<\/h4>\n<p>\u5f53 Agent \u5e73\u53f0\u5f00\u59cb\u7edf\u4e00\u7ba1\u7406\u591a\u4e2a Graph\u3001\u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u3001\u72b6\u6001\u3001\u8c03\u5ea6\u3001\u6743\u9650\u548c\u66f4\u65b0&#xff0c;\u5b83\u4f1a\u8d8a\u6765\u8d8a\u50cf\u4e00\u5957\u9762\u5411\u667a\u80fd\u4efb\u52a1\u7684\u64cd\u4f5c\u7cfb\u7edf\u3002\u8fd9\u4e5f\u63a8\u52a8 AI \u5de5\u7a0b\u5e08\u7684\u80fd\u529b\u91cd\u5fc3\u53d1\u751f\u53d8\u5316\u3002<\/p>\n<p>\u5bf9\u5e94\u6587\u7ae0&#xff1a;<\/p>\n<ul>\n<li>\u7b2c 11 \u7bc7&#xff1a;AI Agent \u4e3a\u4ec0\u4e48\u8d8a\u6765\u8d8a\u50cf\u64cd\u4f5c\u7cfb\u7edf<\/li>\n<li>\u7b2c 12 \u7bc7&#xff1a;AI Agent Platform Engineer<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e09\u3001\u5341\u4e8c\u7bc7\u6587\u7ae0\u76ee\u5f55<\/h3>\n<table>\n<tr>\u7f16\u53f7\u6587\u7ae0\u6807\u9898\u6838\u5fc3\u95ee\u9898\u9002\u5408\u8bfb\u8005<\/tr>\n<tbody>\n<tr>\n<td>01<\/td>\n<td>AI Agent \u4e3a\u4f55\u4ece Prompt \u8d70\u5411 Platform&#xff1f;<\/td>\n<td>\u4e3a\u4ec0\u4e48\u4f01\u4e1a Agent \u7684\u6838\u5fc3\u95ee\u9898\u4e0d\u518d\u662f\u4e00\u6b21\u6a21\u578b\u8c03\u7528&#xff1f;<\/td>\n<td>\u5168\u90e8\u8bfb\u8005<\/td>\n<\/tr>\n<tr>\n<td>02<\/td>\n<td>Context Engineering&#xff1a;Prompt \u4e0d\u518d\u662f\u6838\u5fc3<\/td>\n<td>\u5982\u4f55\u63a7\u5236\u4e0a\u4e0b\u6587\u7684\u6765\u6e90\u3001\u53ef\u4fe1\u5ea6\u3001\u6743\u9650\u4e0e\u9884\u7b97&#xff1f;<\/td>\n<td>Agent \u5e94\u7528\u5de5\u7a0b\u5e08\u3001RAG \u5de5\u7a0b\u5e08<\/td>\n<\/tr>\n<tr>\n<td>03<\/td>\n<td>Workflow \u4e3a\u4f55\u4e0d\u591f&#xff1f;\u4e3a\u4f55\u9700\u8981 Agent Runtime&#xff1f;<\/td>\n<td>\u6d41\u7a0b\u5f15\u64ce\u548c\u751f\u4ea7\u8fd0\u884c\u7cfb\u7edf\u7684\u8fb9\u754c\u5728\u54ea\u91cc&#xff1f;<\/td>\n<td>\u540e\u7aef\u5de5\u7a0b\u5e08\u3001\u67b6\u6784\u5e08<\/td>\n<\/tr>\n<tr>\n<td>04<\/td>\n<td>Harness Loop&#xff1a;Agent \u5982\u4f55\u5b9e\u73b0\u81ea\u6211\u4fee\u6b63&#xff1f;<\/td>\n<td>Agent \u5982\u4f55\u5728\u7ea6\u675f\u4e0b\u53d1\u73b0\u504f\u5dee\u5e76\u6709\u9650\u4fee\u6b63&#xff1f;<\/td>\n<td>Agent \u5de5\u7a0b\u5e08\u3001\u7b97\u6cd5\u5de5\u7a0b\u5e08<\/td>\n<\/tr>\n<tr>\n<td>05<\/td>\n<td>\u4f01\u4e1a\u7ea7 Agent Runtime \u5982\u4f55\u8bbe\u8ba1&#xff1f;<\/td>\n<td>\u4e00\u4e2a\u751f\u4ea7\u7ea7 Runtime \u5e94\u8be5\u5305\u542b\u54ea\u4e9b\u6838\u5fc3\u80fd\u529b&#xff1f;<\/td>\n<td>\u67b6\u6784\u5e08\u3001\u5e73\u53f0\u5de5\u7a0b\u5e08<\/td>\n<\/tr>\n<tr>\n<td>06<\/td>\n<td>AI Data Platform&#xff1a;\u4f01\u4e1a AI \u4e3a\u4f55\u9700\u8981\u6570\u636e\u4e2d\u53f0&#xff1f;<\/td>\n<td>Trace\u3001Dataset\u3001Evaluation \u548c\u53cd\u9988\u5982\u4f55\u5f62\u6210\u95ed\u73af&#xff1f;<\/td>\n<td>\u6570\u636e\u5de5\u7a0b\u5e08\u3001\u8bc4\u6d4b\u5de5\u7a0b\u5e08<\/td>\n<\/tr>\n<tr>\n<td>07<\/td>\n<td>\u591a\u79df\u6237 AI Agent \u5e73\u53f0\u8bbe\u8ba1\u5b9e\u8df5<\/td>\n<td>\u79df\u6237\u8fb9\u754c\u5982\u4f55\u8d2f\u7a7f\u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u3001\u72b6\u6001\u548c\u6570\u636e&#xff1f;<\/td>\n<td>SaaS \u67b6\u6784\u5e08\u3001\u5b89\u5168\u5de5\u7a0b\u5e08<\/td>\n<\/tr>\n<tr>\n<td>08<\/td>\n<td>MCP\u3001A2A \u4e0e Agent Registry \u7684\u4f01\u4e1a\u5b9e\u8df5<\/td>\n<td>\u534f\u8bae\u63a5\u5165\u4e4b\u540e&#xff0c;\u4f01\u4e1a\u5982\u4f55\u6cbb\u7406\u5de5\u5177\u548c Agent&#xff1f;<\/td>\n<td>\u5e73\u53f0\u5de5\u7a0b\u5e08\u3001\u96c6\u6210\u67b6\u6784\u5e08<\/td>\n<\/tr>\n<tr>\n<td>09<\/td>\n<td>\u4ece LangChain \u5230 LangGraph&#xff0c;\u518d\u5230 DeepAgent<\/td>\n<td>Agent \u67b6\u6784\u4e3a\u4ec0\u4e48\u4ece\u7ec4\u4ef6\u7ec4\u5408\u8d70\u5411\u6709\u72b6\u6001\u56fe\u548c\u53d7\u63a7\u6267\u884c\u95ed\u73af&#xff1f;<\/td>\n<td>Agent \u5de5\u7a0b\u5e08\u3001\u67b6\u6784\u5e08<\/td>\n<\/tr>\n<tr>\n<td>10<\/td>\n<td>Graph Engineering&#xff1a;\u4ece\u5355\u4e2a Loop \u5230 Graph of Graphs<\/td>\n<td>\u591a\u4e2a Agent Loop \u5982\u4f55\u534f\u4f5c\u3001\u5236\u7ea6\u5e76\u5171\u540c\u8fdb\u5316&#xff1f;<\/td>\n<td>\u67b6\u6784\u5e08\u3001\u5e73\u53f0\u5de5\u7a0b\u5e08<\/td>\n<\/tr>\n<tr>\n<td>11<\/td>\n<td>AI Agent \u4e3a\u4ec0\u4e48\u8d8a\u6765\u8d8a\u50cf\u64cd\u4f5c\u7cfb\u7edf&#xff1f;<\/td>\n<td>Agent Platform \u4e0e\u64cd\u4f5c\u7cfb\u7edf\u6709\u54ea\u4e9b\u7ed3\u6784\u6027\u76f8\u4f3c&#xff1f;<\/td>\n<td>\u6280\u672f\u8d1f\u8d23\u4eba\u3001\u67b6\u6784\u5e08<\/td>\n<\/tr>\n<tr>\n<td>12<\/td>\n<td>Agent Platform Engineer&#xff1a;\u672a\u6765\u5de5\u7a0b\u65b9\u5411<\/td>\n<td>AI \u5de5\u7a0b\u5e08\u9700\u8981\u5efa\u7acb\u600e\u6837\u7684\u5e73\u53f0\u80fd\u529b\u6a21\u578b&#xff1f;<\/td>\n<td>AI \u5de5\u7a0b\u5e08\u3001\u804c\u4e1a\u8f6c\u578b\u8005<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>\u56db\u3001\u7b2c\u4e00\u7bc7&#xff1a;AI Agent \u4e3a\u4f55\u4ece Prompt \u8d70\u5411 Platform<\/h3>\n<p>\u8fd9\u7bc7\u662f\u6574\u4e2a\u4e13\u680f\u7684\u4e16\u754c\u89c2\u3002<\/p>\n<p>Prompt Engineering \u5173\u6ce8\u7684\u662f&#xff1a;\u5982\u4f55\u8ba9\u6a21\u578b\u5728\u4e00\u6b21\u8c03\u7528\u4e2d\u66f4\u51c6\u786e\u5730\u7406\u89e3\u4efb\u52a1\u3001\u9075\u5faa\u7ea6\u675f\u5e76\u8f93\u51fa\u6307\u5b9a\u683c\u5f0f\u3002<\/p>\n<p>\u4f46\u4f01\u4e1a\u7ea7 Agent \u9700\u8981\u5904\u7406\u7684\u662f\u4e00\u6761\u5b8c\u6574\u751f\u547d\u5468\u671f&#xff1a;<\/p>\n<p>\u7528\u6237\u8bf7\u6c42 \u2192 \u8eab\u4efd\u4e0e\u6743\u9650 \u2192 \u4e0a\u4e0b\u6587\u88c5\u914d \u2192 \u8ba1\u5212\u751f\u6210 \u2192 \u5de5\u5177\u6267\u884c \u2192 \u72b6\u6001\u4fdd\u5b58 \u2192 \u4eba\u5de5\u5ba1\u6838 \u2192 \u7ed3\u679c\u751f\u6210 \u2192 Trace \u91c7\u96c6 \u2192 \u8bc4\u6d4b\u4e0e\u4f18\u5316<\/p>\n<p>\u5f53\u95ee\u9898\u6269\u5c55\u5230\u8fd9\u4e00\u5c42&#xff0c;\u4ec5\u9760\u5ef6\u957f Prompt \u5df2\u7ecf\u65e0\u6cd5\u89e3\u51b3\u3002\u56e0\u4e3a\u6743\u9650\u4e0d\u80fd\u4f9d\u8d56\u6a21\u578b\u81ea\u89c9&#xff0c;\u72b6\u6001\u6062\u590d\u4e0d\u80fd\u4f9d\u8d56\u5bf9\u8bdd\u5386\u53f2&#xff0c;\u5ba1\u8ba1\u4e0d\u80fd\u4f9d\u8d56\u6700\u7ec8\u7b54\u6848&#xff0c;\u7cfb\u7edf\u4f18\u5316\u4e5f\u4e0d\u80fd\u4f9d\u8d56\u5f00\u53d1\u8005\u7684\u4e3b\u89c2\u611f\u53d7\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u5efa\u7acb\u4e09\u4e2a\u57fa\u7840\u5224\u65ad&#xff1a;<\/p>\n<li>Prompt \u662f\u6a21\u578b\u6307\u4ee4\u5c42&#xff0c;\u4e0d\u662f\u5b8c\u6574\u751f\u4ea7\u7cfb\u7edf\u3002<\/li>\n<li>Workflow \u662f\u6d41\u7a0b\u8868\u8fbe\u5de5\u5177&#xff0c;\u4e0d\u662f\u5168\u90e8\u8fd0\u884c\u73af\u5883\u3002<\/li>\n<li>\u4f01\u4e1a\u6700\u7ec8\u5efa\u8bbe\u7684\u662f Agent Platform&#xff0c;\u800c\u4e0d\u662f\u4e0d\u65ad\u5806\u53e0 Prompt \u6587\u4ef6\u3002<\/li>\n<p>\u5efa\u8bae\u5148\u8bfb\u539f\u56e0&#xff1a; \u540e\u7eed\u5341\u4e00\u7bc7\u90fd\u5efa\u7acb\u5728\u8fd9\u4e2a\u5224\u65ad\u4e4b\u4e0a\u3002<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u7b2c\u4e8c\u7bc7&#xff1a;Context Engineering \u4e3a\u4ec0\u4e48\u6210\u4e3a\u6838\u5fc3<\/h3>\n<p>\u6a21\u578b\u80fd\u529b\u4e0d\u65ad\u63d0\u5347\u540e&#xff0c;\u5f88\u591a Agent \u95ee\u9898\u5e76\u4e0d\u662f\u6a21\u578b\u4e0d\u4f1a\u63a8\u7406&#xff0c;\u800c\u662f\u6a21\u578b\u62ff\u5230\u7684\u4fe1\u606f\u4e0d\u5b8c\u6574\u3001\u4e0d\u53ef\u4fe1\u6216\u4e0d\u9002\u5408\u5f53\u524d\u4efb\u52a1\u3002<\/p>\n<p>Context Engineering \u5173\u6ce8\u56db\u4e2a\u95ee\u9898&#xff1a;<\/p>\n<ul>\n<li>\u4e0a\u4e0b\u6587\u6765\u81ea\u54ea\u4e9b\u6765\u6e90&#xff1f;<\/li>\n<li>\u4e0d\u540c\u6765\u6e90\u7684\u53ef\u4fe1\u5ea6\u5982\u4f55\u5224\u65ad&#xff1f;<\/li>\n<li>\u5f53\u524d\u7528\u6237\u6709\u6743\u770b\u5230\u54ea\u4e9b\u5185\u5bb9&#xff1f;<\/li>\n<li>\u5728\u6709\u9650 Token \u9884\u7b97\u5185&#xff0c;\u54ea\u4e9b\u4fe1\u606f\u5e94\u8be5\u8fdb\u5165\u672c\u6b21\u63a8\u7406&#xff1f;<\/li>\n<\/ul>\n<p>\u4f01\u4e1a Agent \u7684\u4e0a\u4e0b\u6587\u901a\u5e38\u540c\u65f6\u5305\u542b\u7528\u6237\u8f93\u5165\u3001\u4f1a\u8bdd\u6458\u8981\u3001\u957f\u671f\u8bb0\u5fc6\u3001RAG \u77e5\u8bc6\u3001\u5b9e\u65f6\u4e1a\u52a1\u6570\u636e\u3001\u591a\u6a21\u6001\u8bc1\u636e\u3001\u6743\u9650\u8fb9\u754c\u548c\u98ce\u9669\u7b56\u7565\u3002\u5b83\u4eec\u4e0d\u80fd\u88ab\u7b80\u5355\u62fc\u63a5\u6210\u4e00\u4e2a\u8d85\u957f Prompt\u3002<\/p>\n<p>\u771f\u6b63\u53ef\u9760\u7684\u4e0a\u4e0b\u6587\u7cfb\u7edf\u9700\u8981\u5b8c\u6210\u91c7\u96c6\u3001\u5f52\u4e00\u3001\u53bb\u91cd\u3001\u51b2\u7a81\u68c0\u6d4b\u3001\u6743\u9650\u8fc7\u6ee4\u3001\u65f6\u6548\u5224\u65ad\u3001\u654f\u611f\u4fe1\u606f\u5904\u7406\u548c\u5feb\u7167\u7559\u5b58\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u8fd8\u4f1a\u533a\u5206\u56db\u4e2a\u7ecf\u5e38\u88ab\u6df7\u7528\u7684\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>State&#xff1a; \u5f53\u524d\u8bf7\u6c42\u7684\u8fd0\u884c\u72b6\u6001\u3002<\/li>\n<li>Checkpoint&#xff1a; \u4e2d\u65ad\u6062\u590d\u6240\u9700\u7684\u6301\u4e45\u5316\u72b6\u6001\u3002<\/li>\n<li>Memory&#xff1a; \u8de8\u4f1a\u8bdd\u4fdd\u7559\u7684\u7a33\u5b9a\u4e8b\u5b9e\u4e0e\u504f\u597d\u3002<\/li>\n<li>RAG&#xff1a; \u4ece\u5916\u90e8\u77e5\u8bc6\u6e90\u68c0\u7d22\u51fa\u7684\u53c2\u8003\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<p>\u8bfb\u5b8c\u540e\u7684\u5173\u952e\u6536\u83b7&#xff1a; Prompt \u51b3\u5b9a\u6a21\u578b\u5982\u4f55\u8868\u8fbe&#xff0c;\u800c Context Engineering \u51b3\u5b9a\u6a21\u578b\u57fa\u4e8e\u4ec0\u4e48\u4e8b\u5b9e\u8fdb\u884c\u63a8\u7406\u3002<\/p>\n<hr \/>\n<h3>\u516d\u3001\u7b2c\u4e09\u7bc7&#xff1a;Workflow \u4e3a\u4ec0\u4e48\u4e0d\u591f<\/h3>\n<p>Workflow \u64c5\u957f\u8868\u8fbe\u8282\u70b9\u3001\u6761\u4ef6\u3001\u5206\u652f\u3001\u5faa\u73af\u548c\u7ed3\u675f\u6761\u4ef6\u3002\u5b83\u8ba9 Agent \u4ece\u4e0d\u53ef\u63a7\u7684\u81ea\u7531\u8c03\u7528&#xff0c;\u8fdb\u5165\u53ef\u89c2\u5bdf\u3001\u53ef\u7f16\u6392\u7684\u72b6\u6001\u673a\u3002<\/p>\n<p>\u4f46\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5173\u952e\u95ee\u9898\u4e0d\u53ea\u53d1\u751f\u5728\u6d41\u7a0b\u56fe\u5185\u90e8&#xff1a;<\/p>\n<ul>\n<li>\u8c03\u7528\u8005\u662f\u5426\u6709\u6743\u9650\u6267\u884c\u5f53\u524d\u52a8\u4f5c&#xff1f;<\/li>\n<li>\u5de5\u5177\u8d85\u65f6\u540e\u80fd\u5426\u5b89\u5168\u91cd\u8bd5&#xff1f;<\/li>\n<li>\u91cd\u590d\u8bf7\u6c42\u5982\u4f55\u4fdd\u6301\u5e42\u7b49&#xff1f;<\/li>\n<li>\u4eba\u5de5\u5ba1\u6838\u7b49\u5f85\u6570\u5c0f\u65f6\u540e\u5982\u4f55\u6062\u590d&#xff1f;<\/li>\n<li>\u6743\u9650\u5728\u7b49\u5f85\u671f\u95f4\u53d1\u751f\u53d8\u5316\u600e\u4e48\u529e&#xff1f;<\/li>\n<li>\u7b2c\u4e09\u65b9\u7cfb\u7edf\u8fd4\u56de\u90e8\u5206\u6210\u529f\u65f6\u5982\u4f55\u5904\u7406&#xff1f;<\/li>\n<li>\u7ebf\u4e0a\u5931\u8d25\u5982\u4f55\u8fdb\u5165\u8bc4\u6d4b\u96c6&#xff1f;<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u95ee\u9898\u9700\u8981\u7edf\u4e00\u7684 Runtime \u8d1f\u8d23&#xff0c;\u800c\u4e0d\u80fd\u6563\u843d\u5728\u6bcf\u4e2a Workflow \u8282\u70b9\u91cc\u3002<\/p>\n<p>\u56e0\u6b64&#xff0c;\u66f4\u5408\u7406\u7684\u5173\u7cfb\u662f&#xff1a;<\/p>\n<p>Workflow \u662f Runtime \u5185\u90e8\u7684\u6d41\u7a0b\u8868\u8fbe\u80fd\u529b&#xff0c;Runtime \u662f\u627f\u8f7d Agent \u751f\u4ea7\u8fd0\u884c\u7684\u63a7\u5236\u7cfb\u7edf\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u9002\u5408\u5df2\u7ecf\u4f7f\u7528 LangGraph\u3001\u72b6\u6001\u673a\u6216 DAG \u7f16\u6392\u5de5\u5177&#xff0c;\u4f46\u5f00\u59cb\u9047\u5230\u6743\u9650\u3001\u6062\u590d\u3001\u5ba1\u8ba1\u548c\u8fd0\u7ef4\u95ee\u9898\u7684\u8bfb\u8005\u3002<\/p>\n<hr \/>\n<h3>\u4e03\u3001\u7b2c\u56db\u7bc7&#xff1a;Harness Loop \u5982\u4f55\u5b9e\u73b0\u53d7\u63a7\u81ea\u6211\u4fee\u6b63<\/h3>\n<p>\u201cAgent \u80fd\u591f\u81ea\u6211\u53cd\u601d\u548c\u81ea\u6211\u4fee\u6b63\u201d\u542c\u8d77\u6765\u5f88\u6709\u5438\u5f15\u529b&#xff0c;\u4f46\u4f01\u4e1a\u7cfb\u7edf\u4e0d\u80fd\u5141\u8bb8\u6a21\u578b\u65e0\u9650\u5faa\u73af&#xff0c;\u4e5f\u4e0d\u80fd\u5141\u8bb8\u6a21\u578b\u81ea\u884c\u7a81\u7834\u6743\u9650\u6216\u4fee\u6539\u7b56\u7565\u3002<\/p>\n<p>Harness Loop \u7684\u91cd\u70b9\u4e0d\u662f\u8ba9\u6a21\u578b\u4e0d\u65ad\u601d\u8003&#xff0c;\u800c\u662f\u4e3a\u5faa\u73af\u589e\u52a0\u786e\u5b9a\u6027\u7ea6\u675f&#xff1a;<\/p>\n<ul>\n<li>\u8ba1\u5212\u662f\u5426\u7b26\u5408\u7ed3\u6784\u8981\u6c42&#xff1f;<\/li>\n<li>\u53c2\u6570\u662f\u5426\u5b8c\u6574\u3001\u7c7b\u578b\u662f\u5426\u6b63\u786e&#xff1f;<\/li>\n<li>\u5f53\u524d\u52a8\u4f5c\u662f\u5426\u5728\u6743\u9650\u8303\u56f4\u5185&#xff1f;<\/li>\n<li>\u5de5\u5177\u7ed3\u679c\u662f\u5426\u6210\u529f\u3001\u5b8c\u6574\u4e14\u53ef\u4fe1&#xff1f;<\/li>\n<li>\u591a\u4e2a\u6765\u6e90\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u51b2\u7a81&#xff1f;<\/li>\n<li>\u5f53\u524d\u5931\u8d25\u662f\u5426\u9002\u5408\u91cd\u8bd5&#xff1f;<\/li>\n<li>\u662f\u5426\u5df2\u7ecf\u8fbe\u5230\u5faa\u73af\u6b21\u6570\u3001\u65f6\u95f4\u6216\u6210\u672c\u4e0a\u9650&#xff1f;<\/li>\n<li>\u662f\u5426\u9700\u8981\u6f84\u6e05\u3001\u964d\u7ea7\u6216\u8f6c\u4eba\u5de5&#xff1f;<\/li>\n<\/ul>\n<p>\u4e00\u6b21\u53d7\u63a7\u5faa\u73af\u901a\u5e38\u5305\u542b&#xff1a;<\/p>\n<p>\u4e0a\u4e0b\u6587\u88c5\u914d \u2192 \u8ba1\u5212\u751f\u6210 \u2192 \u8ba1\u5212\u6821\u9a8c \u2192 \u6743\u9650\u6821\u9a8c \u2192 \u6267\u884c \u2192 \u7ed3\u679c\u89c2\u5bdf \u2192 \u504f\u5dee\u5206\u7c7b \u2192 \u91cd\u8bd5\u3001\u91cd\u89c4\u5212\u3001\u6f84\u6e05\u3001\u4eba\u5de5\u5ba1\u6838\u6216\u7ed3\u675f<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u7279\u522b\u5f3a\u8c03\u5728\u7ebf\u4fee\u6b63\u548c\u79bb\u7ebf\u4f18\u5316\u7684\u533a\u522b\u3002<\/p>\n<ul>\n<li>\u5728\u7ebf\u9636\u6bb5\u53ef\u4ee5\u91cd\u8bd5\u3001\u6f84\u6e05\u3001\u91cd\u65b0\u89c4\u5212\u6216\u8fdb\u5165\u4eba\u5de5\u5ba1\u6838\u3002<\/li>\n<li>Prompt\u3001\u7b56\u7565\u3001RAG\u3001\u5de5\u5177\u63cf\u8ff0\u548c\u6a21\u578b\u7248\u672c\u7684\u957f\u671f\u6539\u8fdb&#xff0c;\u5e94\u7ecf\u8fc7\u79bb\u7ebf\u8bc4\u6d4b\u548c\u7070\u5ea6\u53d1\u5e03\u3002<\/li>\n<\/ul>\n<p>\u6838\u5fc3\u8fb9\u754c&#xff1a; Agent \u53ef\u4ee5\u5728\u65e2\u5b9a Harness \u5185\u8c03\u6574\u6267\u884c\u8def\u5f84&#xff0c;\u4f46\u4e0d\u80fd\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u4e0d\u53d7\u63a7\u5236\u5730\u91cd\u5199\u81ea\u5df1\u7684\u89c4\u5219\u3002<\/p>\n<hr \/>\n<h3>\u516b\u3001\u7b2c\u4e94\u7bc7&#xff1a;\u4f01\u4e1a\u7ea7 Agent Runtime \u5982\u4f55\u8bbe\u8ba1<\/h3>\n<p>\u7b2c\u4e94\u7bc7\u662f\u6574\u4e2a\u4e13\u680f\u7684\u67b6\u6784\u6838\u5fc3\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730183237-6a6b98c52844b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4f01\u4e1a\u7ea7 Agent Runtime \u53ef\u4ee5\u7406\u89e3\u4e3a AI \u4efb\u52a1\u7684\u751f\u4ea7\u63a7\u5236\u5c42\u3002\u5b83\u8fde\u63a5\u7528\u6237\u8bf7\u6c42\u3001\u4e0a\u4e0b\u6587\u7cfb\u7edf\u3001\u6a21\u578b\u3001\u5de5\u5177\u3001\u8fdc\u7a0b Agent\u3001\u72b6\u6001\u5b58\u50a8\u3001\u4eba\u5de5\u5ba1\u6838\u3001\u53ef\u89c2\u6d4b\u7cfb\u7edf\u548c\u6570\u636e\u5e73\u53f0\u3002<\/p>\n<p>\u4e00\u4e2a\u5b8c\u6574 Runtime \u81f3\u5c11\u9700\u8981\u56de\u7b54\u4ee5\u4e0b\u95ee\u9898&#xff1a;<\/p>\n<li>\u8bf7\u6c42\u5982\u4f55\u8fdb\u5165\u7cfb\u7edf\u5e76\u5efa\u7acb\u79df\u6237\u3001\u7528\u6237\u548c\u4f1a\u8bdd\u8fb9\u754c&#xff1f;<\/li>\n<li>\u4e0a\u4e0b\u6587\u5982\u4f55\u5728\u6743\u9650\u548c\u9884\u7b97\u7ea6\u675f\u4e0b\u5b8c\u6210\u88c5\u914d&#xff1f;<\/li>\n<li>Planner \u53ef\u4ee5\u770b\u5230\u54ea\u4e9b\u5de5\u5177\u548c Agent&#xff1f;<\/li>\n<li>\u8ba1\u5212\u5982\u4f55\u8fdb\u884c\u7ed3\u6784\u3001\u53c2\u6570\u3001\u98ce\u9669\u548c\u6743\u9650\u6821\u9a8c&#xff1f;<\/li>\n<li>\u5de5\u5177\u8c03\u7528\u5982\u4f55\u5b9e\u73b0\u8d85\u65f6\u3001\u91cd\u8bd5\u3001\u5e42\u7b49\u4e0e\u526f\u4f5c\u7528\u63a7\u5236&#xff1f;<\/li>\n<li>\u957f\u4efb\u52a1\u548c\u4eba\u5de5\u5ba1\u6838\u5982\u4f55\u4fdd\u5b58\u5e76\u6062\u590d\u72b6\u6001&#xff1f;<\/li>\n<li>\u6267\u884c\u4e8b\u4ef6\u5982\u4f55\u5b9e\u65f6\u8f93\u51fa\u7ed9\u524d\u7aef\u548c\u5176\u4ed6\u7cfb\u7edf&#xff1f;<\/li>\n<li>Trace\u3001\u53cd\u9988\u548c\u5931\u8d25\u6848\u4f8b\u5982\u4f55\u8fdb\u5165\u6570\u636e\u95ed\u73af&#xff1f;<\/li>\n<p>\u6587\u7ae0\u4e2d\u7684\u67b6\u6784\u4e0d\u662f\u8981\u6c42\u4f01\u4e1a\u4e00\u5f00\u59cb\u5c31\u62c6\u6210\u5927\u91cf\u5fae\u670d\u52a1&#xff0c;\u800c\u662f\u5148\u5efa\u7acb\u6e05\u6670\u8d23\u4efb\u8fb9\u754c\u3002\u65e9\u671f\u53ef\u4ee5\u91c7\u7528\u6a21\u5757\u5316\u5355\u4f53&#xff0c;\u53ea\u6709\u5728\u56e2\u961f\u3001\u6d41\u91cf\u3001\u9694\u79bb\u548c\u6269\u7f29\u5bb9\u9700\u6c42\u660e\u786e\u540e\u518d\u62c6\u5206\u670d\u52a1\u3002<\/p>\n<p>\u6838\u5fc3\u5224\u65ad&#xff1a; Runtime \u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u8ba9\u67b6\u6784\u56fe\u66f4\u590d\u6742&#xff0c;\u800c\u5728\u4e8e\u628a\u539f\u672c\u6563\u843d\u5728\u5404 Agent \u4e2d\u7684\u751f\u4ea7\u5171\u6027\u80fd\u529b\u96c6\u4e2d\u6cbb\u7406\u3002<\/p>\n<hr \/>\n<h3>\u4e5d\u3001\u7b2c\u516d\u7bc7&#xff1a;AI Data Platform \u4e3a\u4ec0\u4e48\u4e0d\u53ef\u7f3a\u5c11<\/h3>\n<p>Agent \u4e0a\u7ebf\u5e76\u4e0d\u610f\u5473\u7740\u7cfb\u7edf\u5df2\u7ecf\u5b8c\u6210\u3002\u6070\u6070\u76f8\u53cd&#xff0c;\u771f\u5b9e\u7528\u6237\u3001\u771f\u5b9e\u6570\u636e\u548c\u771f\u5b9e\u5de5\u5177\u63a5\u5165\u540e&#xff0c;\u6700\u6709\u4ef7\u503c\u7684\u95ee\u9898\u624d\u4f1a\u5f00\u59cb\u51fa\u73b0\u3002<\/p>\n<p>AI Data Platform \u8d1f\u8d23\u628a\u8fd9\u4e9b\u7ebf\u4e0a\u4fe1\u53f7\u8f6c\u5316\u4e3a\u53ef\u6cbb\u7406\u7684\u6570\u636e\u8d44\u4ea7&#xff1a;<\/p>\n<ul>\n<li>\u54ea\u4e9b\u4efb\u52a1\u6210\u529f&#xff0c;\u54ea\u4e9b\u4efb\u52a1\u5931\u8d25&#xff1f;<\/li>\n<li>\u5931\u8d25\u53d1\u751f\u5728\u68c0\u7d22\u3001\u8ba1\u5212\u3001\u53c2\u6570\u3001\u6743\u9650\u3001\u6267\u884c\u8fd8\u662f\u56de\u7b54\u9636\u6bb5&#xff1f;<\/li>\n<li>\u7528\u6237\u53cd\u9988\u548c\u4eba\u5de5\u5ba1\u6838\u7ed3\u679c\u5982\u4f55\u5173\u8054\u5230\u539f\u59cb Trace&#xff1f;<\/li>\n<li>\u54ea\u4e9b\u9ad8\u9891\u5931\u8d25\u5e94\u8be5\u6c89\u6dc0\u4e3a\u56f0\u96be\u6837\u672c&#xff1f;<\/li>\n<li>\u65b0\u6a21\u578b\u3001\u65b0 Prompt \u6216\u65b0\u5de5\u5177\u7248\u672c\u662f\u5426\u4f18\u4e8e\u65e7\u7248\u672c&#xff1f;<\/li>\n<li>\u79bb\u7ebf\u8bc4\u6d4b\u7ed3\u679c\u80fd\u5426\u652f\u6301\u7070\u5ea6\u53d1\u5e03\u51b3\u7b56&#xff1f;<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730183237-6a6b98c590f94.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u628a\u6570\u636e\u95ed\u73af\u62c6\u4e3a\u56db\u7c7b\u80fd\u529b&#xff1a;<\/p>\n<ul>\n<li>\u91c7\u96c6&#xff1a; \u4fdd\u5b58\u6267\u884c\u4e8b\u4ef6\u3001\u4e0a\u4e0b\u6587\u5feb\u7167\u3001\u5de5\u5177\u7ed3\u679c\u548c\u7528\u6237\u53cd\u9988\u3002<\/li>\n<li>\u6cbb\u7406&#xff1a; \u8131\u654f\u3001\u53bb\u91cd\u3001\u8d28\u91cf\u68c0\u67e5\u3001\u7248\u672c\u7ba1\u7406\u548c\u8bbf\u95ee\u63a7\u5236\u3002<\/li>\n<li>\u8bc4\u6d4b&#xff1a; \u5efa\u8bbe\u57fa\u51c6\u96c6\u3001\u56de\u5f52\u96c6\u3001\u56f0\u96be\u96c6\u548c\u5b89\u5168\u96c6\u3002<\/li>\n<li>\u53cd\u9988&#xff1a; \u5c06\u8bc4\u6d4b\u7ed3\u8bba\u8f6c\u5316\u4e3a Prompt\u3001RAG\u3001\u5de5\u5177\u3001\u7b56\u7565\u548c\u6a21\u578b\u6539\u8fdb\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<p>\u6838\u5fc3\u5224\u65ad&#xff1a; \u6ca1\u6709 Dataset \u548c Evaluation&#xff0c;\u6240\u8c13\u201cAgent \u53d8\u597d\u4e86\u201d\u901a\u5e38\u53ea\u662f\u4e3b\u89c2\u611f\u53d7\u3002<\/p>\n<hr \/>\n<h3>\u5341\u3001\u7b2c\u4e03\u7bc7&#xff1a;\u591a\u79df\u6237 Agent \u5e73\u53f0\u5982\u4f55\u8bbe\u8ba1<\/h3>\n<p>\u4f20\u7edf SaaS \u7684\u591a\u79df\u6237\u91cd\u70b9\u662f\u6570\u636e\u9694\u79bb\u548c\u8bbf\u95ee\u63a7\u5236\u3002Agent \u5e73\u53f0\u7684\u591a\u79df\u6237\u66f4\u590d\u6742&#xff0c;\u56e0\u4e3a\u79df\u6237\u8fb9\u754c\u8fd8\u4f1a\u8fdb\u5165\u6a21\u578b\u4e0a\u4e0b\u6587\u3001RAG \u68c0\u7d22\u3001Memory\u3001\u5de5\u5177\u76ee\u5f55\u3001Checkpoint\u3001Trace \u548c\u8bc4\u6d4b\u6570\u636e\u3002<\/p>\n<p>\u4e00\u4e2a\u8bf7\u6c42\u5373\u4f7f\u5728\u6570\u636e\u5e93\u5c42\u6ca1\u6709\u8d8a\u6743&#xff0c;\u4e5f\u53ef\u80fd\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u53d1\u751f\u4fe1\u606f\u6cc4\u6f0f&#xff1a;<\/p>\n<ul>\n<li>\u68c0\u7d22\u5230\u4e86\u5176\u4ed6\u79df\u6237\u7684\u77e5\u8bc6\u7247\u6bb5\u3002<\/li>\n<li>\u957f\u671f\u8bb0\u5fc6\u4f7f\u7528\u4e86\u9519\u8bef\u7684\u547d\u540d\u7a7a\u95f4\u3002<\/li>\n<li>Planner \u770b\u5230\u4e86\u5f53\u524d\u79df\u6237\u65e0\u6743\u4f7f\u7528\u7684\u5de5\u5177\u3002<\/li>\n<li>Trace \u8bb0\u5f55\u4e86\u672a\u7ecf\u8131\u654f\u7684\u654f\u611f\u6570\u636e\u3002<\/li>\n<li>\u516c\u5171\u8bc4\u6d4b\u96c6\u6df7\u5165\u79df\u6237\u79c1\u6709\u6848\u4f8b\u3002<\/li>\n<li>\u4eba\u5de5\u5ba1\u6838\u6062\u590d\u65f6\u4f7f\u7528\u4e86\u5df2\u7ecf\u8fc7\u671f\u7684\u6743\u9650\u5feb\u7167\u3002<\/li>\n<\/ul>\n<p>\u56e0\u6b64&#xff0c;\u79df\u6237\u4e0a\u4e0b\u6587\u4e0d\u80fd\u53ea\u5728\u5165\u53e3\u6821\u9a8c\u4e00\u6b21&#xff0c;\u800c\u8981\u8d2f\u7a7f\u8bf7\u6c42\u751f\u547d\u5468\u671f&#xff1a;<\/p>\n<p>\u8eab\u4efd\u8bc6\u522b \u2192 \u4e0a\u4e0b\u6587\u8fc7\u6ee4 \u2192 \u80fd\u529b\u76ee\u5f55\u88c1\u526a \u2192 \u8ba1\u5212\u6821\u9a8c \u2192 \u6267\u884c\u524d\u6743\u9650\u786e\u8ba4 \u2192 \u72b6\u6001\u9694\u79bb \u2192 Trace \u9694\u79bb \u2192 \u6570\u636e\u96c6\u6cbb\u7406<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u8fd8\u8ba8\u8bba\u6a21\u578b\u7f51\u5173\u3001\u914d\u989d\u3001\u533a\u57df\u4e0e\u6570\u636e\u9a7b\u7559\u3001\u9ad8\u98ce\u9669\u52a8\u4f5c\u7b56\u7565&#xff0c;\u4ee5\u53ca\u4e0d\u540c\u79df\u6237\u5982\u4f55\u914d\u7f6e\u4e0d\u540c\u7684\u4eba\u5de5\u5ba1\u6838\u89c4\u5219\u3002<\/p>\n<p>\u6838\u5fc3\u5224\u65ad&#xff1a; \u591a\u79df\u6237\u4e0d\u662f Agent \u5e73\u53f0\u5916\u56f4\u7684\u4e00\u5c42\u9274\u6743&#xff0c;\u800c\u662f\u8d2f\u7a7f\u6240\u6709\u8fd0\u884c\u4e0e\u6570\u636e\u8d44\u4ea7\u7684\u5e95\u5c42\u5b89\u5168\u6a21\u578b\u3002<\/p>\n<hr \/>\n<h3>\u5341\u4e00\u3001\u7b2c\u516b\u7bc7&#xff1a;MCP\u3001A2A \u4e0e Agent Registry \u5982\u4f55\u534f\u4f5c<\/h3>\n<p>MCP\u3001A2A \u548c Agent Registry \u89e3\u51b3\u7684\u662f\u4e09\u4e2a\u4e0d\u540c\u95ee\u9898&#xff1a;<\/p>\n<table>\n<tr>\u80fd\u529b\u4e3b\u8981\u89e3\u51b3\u7684\u95ee\u9898<\/tr>\n<tbody>\n<tr>\n<td>MCP<\/td>\n<td>\u5de5\u5177\u3001\u8d44\u6e90\u548c\u4e0a\u4e0b\u6587\u80fd\u529b\u5982\u4f55\u6807\u51c6\u5316\u63a5\u5165<\/td>\n<\/tr>\n<tr>\n<td>A2A<\/td>\n<td>Agent \u4e4b\u95f4\u5982\u4f55\u53d1\u73b0\u3001\u59d4\u6d3e\u3001\u901a\u4fe1\u548c\u8fd4\u56de\u4efb\u52a1\u7ed3\u679c<\/td>\n<\/tr>\n<tr>\n<td>Agent Registry<\/td>\n<td>\u4f01\u4e1a\u5982\u4f55\u767b\u8bb0\u3001\u7b5b\u9009\u3001\u6388\u6743\u3001\u7248\u672c\u5316\u548c\u6cbb\u7406 Agent \u80fd\u529b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u534f\u8bae\u89e3\u51b3\u8fde\u63a5\u95ee\u9898&#xff0c;\u4f46\u4f01\u4e1a\u751f\u4ea7\u73af\u5883\u8fd8\u9700\u8981\u56de\u7b54&#xff1a;<\/p>\n<ul>\n<li>\u5f53\u524d\u79df\u6237\u80fd\u5426\u4f7f\u7528\u8fd9\u4e2a\u5de5\u5177\u6216 Agent&#xff1f;<\/li>\n<li>\u80fd\u529b\u7248\u672c\u662f\u5426\u517c\u5bb9&#xff1f;<\/li>\n<li>\u8c03\u7528\u662f\u5426\u9700\u8981\u4eba\u5de5\u5ba1\u6838&#xff1f;<\/li>\n<li>\u8d85\u65f6\u3001\u91cd\u8bd5\u548c\u964d\u7ea7\u7b56\u7565\u662f\u4ec0\u4e48&#xff1f;<\/li>\n<li>\u8c03\u7528\u6210\u672c\u548c\u914d\u989d\u5982\u4f55\u63a7\u5236&#xff1f;<\/li>\n<li>\u7ed3\u679c\u5982\u4f55\u8fdb\u5165 Trace \u548c\u8bc4\u6d4b&#xff1f;<\/li>\n<li>\u80fd\u529b\u53d8\u66f4\u5982\u4f55\u8fdb\u884c\u56de\u5f52\u6d4b\u8bd5\u548c\u7070\u5ea6\u53d1\u5e03&#xff1f;<\/li>\n<\/ul>\n<p>\u6240\u4ee5&#xff0c;MCP \u548c A2A \u4e0d\u5e94\u8be5\u7ed5\u8fc7 Runtime \u76f4\u63a5\u6210\u4e3a\u81ea\u7531\u8c03\u7528\u901a\u9053\u3002\u66f4\u7a33\u59a5\u7684\u5173\u7cfb\u662f&#xff1a;<\/p>\n<p>\u534f\u8bae\u8d1f\u8d23\u8fde\u63a5&#xff0c;Registry \u8d1f\u8d23\u6cbb\u7406&#xff0c;Runtime \u8d1f\u8d23\u6267\u884c\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u9002\u5408\u6b63\u5728\u5efa\u8bbe\u4f01\u4e1a\u5de5\u5177\u751f\u6001\u3001\u591a Agent \u534f\u4f5c\u6216\u5185\u90e8\u80fd\u529b\u5e02\u573a\u7684\u56e2\u961f\u3002<\/p>\n<hr \/>\n<h3>\u5341\u4e8c\u3001\u7b2c\u4e5d\u7bc7&#xff1a;\u4ece LangChain \u5230 LangGraph&#xff0c;\u518d\u5230 DeepAgent<\/h3>\n<p>\u524d\u516b\u7bc7\u89e3\u51b3\u4e86 Prompt\u3001Context\u3001Runtime\u3001\u6570\u636e\u3001\u79df\u6237\u548c\u534f\u8bae\u6cbb\u7406\u95ee\u9898\u3002\u7b2c\u4e5d\u7bc7\u56de\u5230 Agent \u5185\u90e8&#xff0c;\u89e3\u91ca\u6267\u884c\u7ed3\u6784\u4e3a\u4ec0\u4e48\u4f1a\u6301\u7eed\u6f14\u8fdb&#xff1a;<\/p>\n<p>\u6267\u884c\u6d41\u7a0b&#xff1a; Component Integration \u2192 Stateful Orchestration \u2192 Controlled Agent Loop<\/p>\n<p>\u8fd9\u91cc\u8ba8\u8bba\u7684\u4e0d\u662f\u4e09\u4e2a\u6846\u67b6\u8c01\u66ff\u4ee3\u8c01&#xff0c;\u800c\u662f\u4f01\u4e1a Agent \u5728\u4efb\u52a1\u590d\u6742\u5ea6\u6301\u7eed\u4e0a\u5347\u540e&#xff0c;\u5de5\u7a0b\u5bf9\u8c61\u53d1\u751f\u4e86\u4e09\u6b21\u53d8\u5316&#xff1a;<\/p>\n<table>\n<tr>\u67b6\u6784\u9636\u6bb5\u6838\u5fc3\u5de5\u7a0b\u5bf9\u8c61\u4e3b\u8981\u89e3\u51b3\u7684\u95ee\u9898\u5178\u578b\u8fb9\u754c<\/tr>\n<tbody>\n<tr>\n<td>LangChain \u7ec4\u4ef6\u6d41\u6c34\u7ebf<\/td>\n<td>Model\u3001Prompt\u3001Retriever\u3001Tool\u3001Parser<\/td>\n<td>\u6a21\u578b\u3001\u77e5\u8bc6\u4e0e\u5de5\u5177\u5982\u4f55\u7edf\u4e00\u63a5\u5165\u548c\u7ec4\u5408<\/td>\n<td>\u590d\u6742\u5206\u652f\u3001\u5faa\u73af\u3001\u6682\u505c\u4e0e\u6062\u590d\u96be\u4ee5\u663e\u5f0f\u7ba1\u7406<\/td>\n<\/tr>\n<tr>\n<td>LangGraph \u6709\u72b6\u6001\u7f16\u6392<\/td>\n<td>State\u3001Node\u3001Edge\u3001Checkpoint<\/td>\n<td>\u4efb\u52a1\u72b6\u6001\u3001\u6761\u4ef6\u8def\u7531\u3001\u5faa\u73af\u548c\u4e2d\u65ad\u6062\u590d\u5982\u4f55\u5efa\u6a21<\/td>\n<td>\u5355\u4e2a\u6267\u884c\u56fe\u7ee7\u7eed\u6269\u5f20\u540e&#xff0c;\u804c\u8d23\u548c\u4e0a\u4e0b\u6587\u5bb9\u6613\u96c6\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>DeepAgent \/ Agent Harness<\/td>\n<td>Plan\u3001SubAgent\u3001Artifact\u3001Budget\u3001Guardrail<\/td>\n<td>\u957f\u4efb\u52a1\u5982\u4f55\u52a8\u6001\u62c6\u89e3\u3001\u59d4\u6d3e\u3001\u89c2\u5bdf\u3001\u4fee\u6b63\u5e76\u53d7\u63a7\u7ed3\u675f<\/td>\n<td>\u591a\u4e2a\u72ec\u7acb Loop \u4e4b\u95f4\u4ecd\u9700\u8981\u7edf\u4e00\u534f\u8bae\u548c\u6cbb\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>LangChain \u4e3b\u8981\u89e3\u51b3\u6a21\u578b\u3001Prompt\u3001Retriever \u4e0e Tool \u5982\u4f55\u7ec4\u5408&#xff0c;\u8ba9\u4f01\u4e1a\u53ef\u4ee5\u5148\u5efa\u7acb\u7a33\u5b9a\u7684\u80fd\u529b\u8fde\u63a5\u5c42\u3002LangGraph \u8fdb\u4e00\u6b65\u628a State\u3001Node\u3001Edge\u3001Checkpoint \u548c\u4eba\u5de5\u4e2d\u65ad\u663e\u5f0f\u5efa\u6a21&#xff0c;\u4f7f Agent \u4ece\u4e00\u6b21\u6a21\u578b\u8c03\u7528\u5347\u7ea7\u4e3a\u53ef\u89c2\u5bdf\u3001\u53ef\u6682\u505c\u3001\u53ef\u6062\u590d\u7684\u72b6\u6001\u673a\u3002<\/p>\n<p>\u5f53\u4efb\u52a1\u4e0d\u518d\u9002\u5408\u9884\u5148\u5199\u6b7b\u5168\u90e8\u6b65\u9aa4\u65f6&#xff0c;Agent Harness \u4f1a\u5728\u72b6\u6001\u56fe\u4e4b\u4e0a\u7ba1\u7406\u52a8\u6001\u8ba1\u5212\u3001\u4e13\u4e1a\u5b50 Agent\u3001\u4e0a\u4e0b\u6587\u88c1\u526a\u3001\u4e2d\u95f4\u4ea7\u7269\u3001\u9884\u7b97\u4ee5\u53ca\u7ec8\u6b62\u6761\u4ef6\u3002\u6a21\u578b\u53ef\u4ee5\u63d0\u51fa\u4e0b\u4e00\u6b65\u8ba1\u5212&#xff0c;\u4e5f\u53ef\u4ee5\u6839\u636e\u6267\u884c\u7ed3\u679c\u91cd\u65b0\u89c4\u5212&#xff0c;\u4f46\u6743\u9650\u3001\u98ce\u9669\u3001\u5faa\u73af\u6b21\u6570\u548c\u6700\u7ec8\u6267\u884c\u6743\u4ecd\u7531 Runtime \u4e0e\u786e\u5b9a\u6027\u89c4\u5219\u63a7\u5236\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730183238-6a6b98c611722.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8fd9\u4e09\u79cd\u80fd\u529b\u5728\u751f\u4ea7\u7cfb\u7edf\u4e2d\u901a\u5e38\u4f1a\u540c\u65f6\u5b58\u5728&#xff1a;<\/p>\n<li>\u4f7f\u7528 LangChain \u7c7b\u7ec4\u4ef6\u7edf\u4e00\u6a21\u578b\u3001RAG\u3001Tool \u548c\u7ed3\u6784\u5316\u8f93\u51fa\u63a5\u53e3\u3002<\/li>\n<li>\u4f7f\u7528 LangGraph \u7c7b\u72b6\u6001\u56fe\u8868\u8fbe\u5173\u952e\u8def\u5f84\u3001\u6761\u4ef6\u5206\u652f\u3001Checkpoint \u548c\u4eba\u5de5\u4e2d\u65ad\u3002<\/li>\n<li>\u4f7f\u7528 Agent Harness \u7ba1\u7406\u52a8\u6001\u8ba1\u5212\u3001\u4e13\u4e1a Agent \u59d4\u6d3e\u3001\u6267\u884c\u53cd\u9988\u548c\u6709\u9650\u81ea\u6211\u4fee\u6b63\u3002<\/li>\n<p>\u56e0\u6b64&#xff0c;\u7b2c\u4e5d\u7bc7\u4e0d\u662f\u4e00\u7bc7\u6846\u67b6\u9009\u578b\u6587\u7ae0&#xff0c;\u800c\u662f\u5728\u89e3\u91ca\u4f01\u4e1a Agent \u4e3a\u4ec0\u4e48\u4f1a\u4ece\u201c\u8fde\u63a5\u7ec4\u4ef6\u201d\u8d70\u5411\u201c\u7ba1\u7406\u72b6\u6001\u201d&#xff0c;\u518d\u8d70\u5411\u201c\u63a7\u5236\u957f\u671f\u6267\u884c\u95ed\u73af\u201d\u3002\u5f53\u5e73\u53f0\u4e2d\u53ea\u6709\u4e00\u4e2a Loop \u65f6&#xff0c;\u8fd9\u5957\u7ed3\u6784\u4ecd\u53ef\u4ee5\u5728\u4e00\u4e2a Agent \u5185\u90e8\u5b8c\u6210&#xff1b;\u5f53\u591a\u6a21\u6001\u5904\u7406\u3001\u6839\u8c03\u5ea6\u548c\u591a\u4e2a\u9886\u57df Agent \u90fd\u62e5\u6709\u72ec\u7acb Loop \u540e&#xff0c;\u67b6\u6784\u95ee\u9898\u5c31\u4f1a\u7ee7\u7eed\u5347\u7ea7\u4e3a\u4e0b\u4e00\u7bc7\u7684 Graph Engineering\u3002<\/p>\n<p>\u6838\u5fc3\u5224\u65ad&#xff1a; \u6846\u67b6\u6f14\u8fdb\u4e0d\u662f\u4e3a\u4e86\u6269\u5927\u6a21\u578b\u6743\u9650&#xff0c;\u800c\u662f\u4e3a\u4e86\u8ba9\u8d8a\u6765\u8d8a\u590d\u6742\u7684\u4efb\u52a1\u4ecd\u7136\u5177\u5907\u72b6\u6001\u8fb9\u754c\u3001\u6062\u590d\u80fd\u529b\u548c\u786e\u5b9a\u6027\u63a7\u5236\u3002<\/p>\n<hr \/>\n<h3>\u5341\u4e09\u3001\u7b2c\u5341\u7bc7&#xff1a;Graph Engineering \u5982\u4f55\u7ec4\u7ec7\u591a\u4e2a Loop<\/h3>\n<p>\u5f53\u591a\u6a21\u6001\u5904\u7406\u3001\u6839\u8c03\u5ea6\u4e2d\u5fc3\u548c\u9886\u57df Agent \u90fd\u62e5\u6709\u81ea\u5df1\u7684 Graph \u540e&#xff0c;\u7cfb\u7edf\u4f1a\u5f62\u6210 Graph of Graphs\u3002\u6b64\u65f6\u771f\u6b63\u56f0\u96be\u7684&#xff0c;\u4e0d\u518d\u662f\u67d0\u4e00\u4e2a\u8282\u70b9\u600e\u4e48\u5199&#xff0c;\u800c\u662f&#xff1a;<\/p>\n<ul>\n<li>\u7236\u56fe\u4e0e\u5b50\u56fe\u5982\u4f55\u4f20\u9012\u72b6\u6001&#xff1f;<\/li>\n<li>\u591a\u4e2a Loop \u5982\u4f55\u5171\u4eab Evidence \u548c Artifact&#xff1f;<\/li>\n<li>Checkpoint \u5982\u4f55\u9694\u79bb&#xff1f;<\/li>\n<li>\u8c01\u62e5\u6709\u5168\u5c40\u9884\u7b97\u548c\u6700\u7ec8\u5426\u51b3\u6743&#xff1f;<\/li>\n<li>\u5931\u8d25\u5982\u4f55\u5c40\u90e8\u6062\u590d\u800c\u4e0d\u6269\u6563&#xff1f;<\/li>\n<li>Trace \u5982\u4f55\u8fdb\u5165 Dataset \u548c\u79bb\u7ebf\u8bc4\u6d4b&#xff1f;<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730183238-6a6b98c684b88.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u7b2c\u5341\u7bc7\u5c06\u4f01\u4e1a\u7ea7 Graph of Graphs \u62c6\u6210\u4e94\u4e2a\u76f8\u4e92\u914d\u5408\u7684\u5c42\u6b21&#xff1a;<\/p>\n<table>\n<tr>\u5c42\u6b21\u4e3b\u8981\u804c\u8d23<\/tr>\n<tbody>\n<tr>\n<td>Context Graph<\/td>\n<td>\u89e3\u6790\u6587\u672c\u3001\u56fe\u7247\u3001\u6587\u4ef6\u548c\u5386\u53f2\u4fe1\u606f&#xff0c;\u5b8c\u6210\u6765\u6e90\u6807\u8bb0\u3001\u8131\u654f\u3001\u6743\u9650\u8fc7\u6ee4\u4e0e\u8bc1\u636e\u5f52\u4e00<\/td>\n<\/tr>\n<tr>\n<td>Root Control Graph<\/td>\n<td>\u8d1f\u8d23\u5168\u5c40\u8ba1\u5212\u3001\u6743\u9650\u6821\u9a8c\u3001Agent \u8def\u7531\u3001\u9884\u7b97\u5206\u914d\u3001\u7ed3\u679c\u805a\u5408\u4e0e\u4eba\u5de5\u5ba1\u6838<\/td>\n<\/tr>\n<tr>\n<td>Dynamic Work Graph<\/td>\n<td>\u6839\u636e\u5f53\u524d\u4efb\u52a1\u751f\u6210\u4f9d\u8d56\u5173\u7cfb\u660e\u786e\u3001\u53ef\u4ee5\u6821\u9a8c\u7684\u52a8\u6001\u6267\u884c\u8ba1\u5212<\/td>\n<\/tr>\n<tr>\n<td>Domain Subgraphs<\/td>\n<td>\u5728\u5404\u81ea\u9886\u57df\u8fb9\u754c\u5185\u5b8c\u6210\u68c0\u7d22\u3001\u5206\u6790\u3001\u5de5\u5177\u8c03\u7528\u548c\u5c40\u90e8\u81ea\u6211\u4fee\u6b63<\/td>\n<\/tr>\n<tr>\n<td>Governance &amp; Evolution<\/td>\n<td>\u7edf\u4e00\u91c7\u96c6\u8de8\u56fe Trace&#xff0c;\u5efa\u8bbe Dataset\u3001Evaluation\u3001\u7070\u5ea6\u53d1\u5e03\u548c\u56de\u6eda\u673a\u5236<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Graph Engineering \u771f\u6b63\u8981\u8bbe\u8ba1\u7684&#xff0c;\u4e5f\u4e0d\u53ea\u662f\u7236\u56fe\u8c03\u7528\u54ea\u4e9b\u5b50\u56fe&#xff0c;\u800c\u662f\u516d\u7c7b\u53ef\u4ee5\u88ab\u9a8c\u8bc1\u7684\u5173\u7cfb&#xff1a;<\/p>\n<li>\u4efb\u52a1\u4f9d\u8d56\u5173\u7cfb&#xff1a; \u54ea\u4e9b\u6b65\u9aa4\u4e32\u884c\u3001\u54ea\u4e9b\u6b65\u9aa4\u5e76\u884c&#xff0c;\u5c40\u90e8\u5931\u8d25\u540e\u4e0b\u6e38\u5e94\u8be5\u8df3\u8fc7\u3001\u91cd\u8bd5\u8fd8\u662f\u964d\u7ea7\u3002<\/li>\n<li>\u72b6\u6001\u4f20\u9012\u5173\u7cfb&#xff1a; \u7236\u56fe\u5411\u5b50\u56fe\u63d0\u4f9b\u54ea\u4e9b\u6700\u5c0f\u8f93\u5165&#xff0c;\u5b50\u56fe\u8fd4\u56de\u54ea\u4e9b\u7ed3\u6784\u5316\u7ed3\u679c&#xff0c;\u54ea\u4e9b\u72b6\u6001\u5fc5\u987b\u9694\u79bb\u3002<\/li>\n<li>\u8bc1\u636e\u4e0e\u4ea7\u7269\u5173\u7cfb&#xff1a; \u6bcf\u6761\u7ed3\u8bba\u7531\u54ea\u4e9b Evidence \u652f\u6491&#xff0c;\u4e2d\u95f4 Artifact \u7531\u8c01\u4ea7\u751f\u3001\u7531\u8c01\u6d88\u8d39\u3001\u662f\u5426\u5141\u8bb8\u4fee\u6539\u3002<\/li>\n<li>\u6743\u9650\u4e0e\u5426\u51b3\u5173\u7cfb&#xff1a; \u5b50 Agent \u53ef\u4ee5\u63d0\u51fa\u4ec0\u4e48\u5efa\u8bae&#xff0c;\u54ea\u4e9b\u52a8\u4f5c\u5fc5\u987b\u7531\u6839\u63a7\u5236\u56fe\u3001\u7b56\u7565\u5f15\u64ce\u6216\u4eba\u5de5\u6700\u7ec8\u786e\u8ba4\u3002<\/li>\n<li>\u9884\u7b97\u4e0e\u65f6\u95f4\u5173\u7cfb&#xff1a; Token\u3001\u6210\u672c\u3001\u5e76\u53d1\u3001\u8d85\u65f6\u548c\u5faa\u73af\u6b21\u6570\u5982\u4f55\u4ece\u5168\u5c40\u9884\u7b97\u5206\u914d\u5230\u6bcf\u4e2a\u5c40\u90e8 Loop\u3002<\/li>\n<li>\u8bc4\u6d4b\u4e0e\u8fdb\u5316\u5173\u7cfb&#xff1a; \u54ea\u4e9b Trace \u8fdb\u5165 Dataset&#xff0c;Graph\u3001Prompt\u3001Tool \u6216\u6a21\u578b\u7248\u672c\u5982\u4f55\u7ecf\u8fc7\u56de\u5f52\u8bc4\u6d4b\u3001\u7070\u5ea6\u548c\u56de\u6eda\u3002<\/li>\n<p>\u5728\u8fd9\u6837\u7684\u7ed3\u6784\u4e2d&#xff0c;\u6839\u63a7\u5236\u56fe\u6301\u6709\u5168\u5c40\u4efb\u52a1\u89c6\u89d2&#xff0c;\u9886\u57df\u5b50\u56fe\u53ea\u5904\u7406\u88ab\u6388\u6743\u7684\u5c40\u90e8\u4efb\u52a1\u3002\u5b50\u56fe\u53ef\u4ee5\u8fd4\u56de\u7ed3\u679c\u3001\u8bc1\u636e\u3001\u72b6\u6001\u548c\u98ce\u9669\u4fe1\u53f7&#xff0c;\u4f46\u4e0d\u80fd\u81ea\u884c\u6269\u5927\u6743\u9650&#xff0c;\u4e5f\u4e0d\u80fd\u7ed5\u8fc7\u5168\u5c40\u9884\u7b97\u548c\u6267\u884c\u7b56\u7565\u3002\u5c40\u90e8 Loop \u5931\u8d25\u65f6&#xff0c;\u7cfb\u7edf\u4f18\u5148\u5c40\u90e8\u6062\u590d&#xff1b;\u53ea\u6709\u5f71\u54cd\u5168\u5c40\u76ee\u6807\u6216\u5b89\u5168\u8fb9\u754c\u65f6&#xff0c;\u624d\u5347\u7ea7\u5230\u91cd\u65b0\u89c4\u5212\u3001\u4eba\u5de5\u5ba1\u6838\u6216\u7ec8\u6b62\u4efb\u52a1\u3002<\/p>\n<p>\u591a\u4e2a LangGraph \u8fde\u63a5\u5728\u4e00\u8d77\u5e76\u4e0d\u81ea\u52a8\u7b49\u4e8e Graph Engineering\u3002\u5982\u679c\u56fe\u4e0e\u56fe\u4e4b\u95f4\u4ecd\u7136\u4f9d\u8d56\u81ea\u7531\u6587\u672c\u4f20\u9012&#xff0c;\u6ca1\u6709\u7a33\u5b9a\u8f93\u5165\u8f93\u51fa\u534f\u8bae\u3001Checkpoint \u9694\u79bb\u3001\u6743\u9650\u6cbb\u7406\u3001\u8de8\u56fe Trace \u548c\u8bc4\u6d4b\u95ed\u73af&#xff0c;\u90a3\u4e48\u5b83\u4eec\u4ecd\u7136\u53ea\u662f\u591a\u4e2a\u72ec\u7acb Agent \u5e94\u7528&#xff0c;\u800c\u4e0d\u662f\u4e00\u4e2a\u53ef\u957f\u671f\u8fd0\u884c\u7684\u5e73\u53f0\u7cfb\u7edf\u3002<\/p>\n<p>\u6838\u5fc3\u5224\u65ad&#xff1a; Multi-Agent \u8bf4\u660e\u7cfb\u7edf\u91cc\u6709\u591a\u4e2a Agent&#xff0c;Graph Engineering \u8bf4\u660e\u8fd9\u4e9b Agent \u4e4b\u95f4\u7684\u5173\u7cfb\u88ab\u663e\u5f0f\u8bbe\u8ba1\u548c\u6cbb\u7406\u3002<\/p>\n<hr \/>\n<h3>\u5341\u56db\u3001\u7b2c\u5341\u4e00\u7bc7&#xff1a;AI Agent \u4e3a\u4ec0\u4e48\u8d8a\u6765\u8d8a\u50cf\u64cd\u4f5c\u7cfb\u7edf<\/h3>\n<p>\u5f53 Agent Platform \u5f00\u59cb\u7ba1\u7406\u6a21\u578b\u3001\u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u3001\u72b6\u6001\u3001\u4efb\u52a1\u3001\u6743\u9650\u3001\u9694\u79bb\u3001\u5ba1\u8ba1\u548c\u7248\u672c\u66f4\u65b0&#xff0c;\u5b83\u4f1a\u5448\u73b0\u51fa\u7c7b\u4f3c\u64cd\u4f5c\u7cfb\u7edf\u7684\u7ed3\u6784\u3002<\/p>\n<table>\n<tr>\u64cd\u4f5c\u7cfb\u7edf\u6982\u5ff5Agent Platform \u5bf9\u5e94\u80fd\u529b<\/tr>\n<tbody>\n<tr>\n<td>\u8fdb\u7a0b\u4e0e\u4efb\u52a1\u8c03\u5ea6<\/td>\n<td>Agent Run\u3001Workflow\u3001Planner \u4e0e\u4efb\u52a1\u961f\u5217<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58\u7ba1\u7406<\/td>\n<td>Context \u9884\u7b97\u3001\u4f1a\u8bdd\u72b6\u6001\u3001Memory \u4e0e\u5feb\u7167<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u4ef6\u4e0e\u8d44\u6e90\u8bbf\u95ee<\/td>\n<td>RAG\u3001\u4e1a\u52a1\u6570\u636e\u3001MCP Resource \u4e0e\u5de5\u5177<\/td>\n<\/tr>\n<tr>\n<td>\u6743\u9650\u7cfb\u7edf<\/td>\n<td>\u79df\u6237\u3001\u7528\u6237\u3001\u89d2\u8272\u3001\u7b56\u7565\u4e0e\u6267\u884c\u524d\u6821\u9a8c<\/td>\n<\/tr>\n<tr>\n<td>\u8bbe\u5907\u4e0e\u9a71\u52a8<\/td>\n<td>Tool Adapter\u3001MCP Server\u3001\u8fdc\u7a0b Agent<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u65ad\u4e0e\u6062\u590d<\/td>\n<td>Checkpoint\u3001\u4eba\u5de5\u5ba1\u6838\u3001\u6682\u505c\u4e0e\u7ee7\u7eed<\/td>\n<\/tr>\n<tr>\n<td>\u65e5\u5fd7\u4e0e\u76d1\u63a7<\/td>\n<td>Trace\u3001Event\u3001Metric \u4e0e Audit<\/td>\n<\/tr>\n<tr>\n<td>\u8f6f\u4ef6\u5305\u4e0e\u7248\u672c<\/td>\n<td>Registry\u3001\u80fd\u529b\u7248\u672c\u3001\u7070\u5ea6\u4e0e\u56de\u6eda<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e2a\u7c7b\u6bd4\u7684\u610f\u4e49&#xff0c;\u4e0d\u662f\u521b\u9020\u4e00\u4e2a\u65b0\u7684\u8425\u9500\u540d\u8bcd&#xff0c;\u800c\u662f\u5e2e\u52a9\u56e2\u961f\u91cd\u65b0\u7406\u89e3\u6a21\u578b\u7684\u4f4d\u7f6e&#xff1a;<\/p>\n<p>\u6a21\u578b\u66f4\u50cf\u88ab\u8fd0\u884c\u73af\u5883\u8c03\u5ea6\u7684\u63a8\u7406\u5355\u5143&#xff0c;\u800c\u4e0d\u662f\u6574\u4e2a\u7cfb\u7edf\u672c\u8eab\u3002<\/p>\n<p>\u6587\u7ae0\u540c\u65f6\u63d0\u9192&#xff1a;\u4f01\u4e1a\u4e0d\u5e94\u8be5\u5efa\u8bbe\u4e00\u4e2a\u62e5\u6709\u5168\u90e8\u6743\u9650\u3001\u5168\u90e8\u5de5\u5177\u548c\u5168\u90e8\u77e5\u8bc6\u7684\u201c\u8d85\u7ea7 Agent\u201d\u3002\u66f4\u5408\u7406\u7684\u65b9\u5f0f\u662f\u5efa\u8bbe\u7edf\u4e00\u8fd0\u884c\u5e95\u5ea7&#xff0c;\u518d\u901a\u8fc7\u8fb9\u754c\u6e05\u6670\u7684\u4e13\u4e1a Agent \u627f\u62c5\u4e0d\u540c\u4efb\u52a1\u3002<\/p>\n<hr \/>\n<h3>\u5341\u4e94\u3001\u7b2c\u5341\u4e8c\u7bc7&#xff1a;Agent Platform Engineer \u7684\u80fd\u529b\u6a21\u578b<\/h3>\n<p>\u6700\u540e\u4e00\u7bc7\u628a\u524d\u5341\u4e00\u7bc7\u7684\u67b6\u6784\u95ee\u9898\u843d\u5230\u5de5\u7a0b\u5e08\u80fd\u529b\u4e0a\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730183238-6a6b98c6f1051.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>AI Agent Platform Engineer \u4e0d\u662f\u53ea\u4f1a\u8c03\u7528\u6a21\u578b API \u7684\u5e94\u7528\u5f00\u53d1\u8005&#xff0c;\u4e5f\u4e0d\u662f\u53ea\u8d1f\u8d23\u8bad\u7ec3\u6a21\u578b\u7684\u7b97\u6cd5\u5de5\u7a0b\u5e08\u3002\u8fd9\u4e2a\u89d2\u8272\u66f4\u63a5\u8fd1 AI \u65f6\u4ee3\u7684\u5e73\u53f0\u5de5\u7a0b\u5e08&#xff0c;\u9700\u8981\u540c\u65f6\u7406\u89e3&#xff1a;<\/p>\n<ul>\n<li>\u6a21\u578b\u8c03\u7528\u3001\u7ed3\u6784\u5316\u8f93\u51fa\u548c\u5de5\u5177\u8c03\u7528&#xff1b;<\/li>\n<li>Context\u3001RAG\u3001Memory \u548c\u591a\u6a21\u6001\u8bc1\u636e&#xff1b;<\/li>\n<li>Workflow\u3001Runtime\u3001Harness Loop \u548c\u72b6\u6001\u6062\u590d&#xff1b;<\/li>\n<li>\u6743\u9650\u3001\u79df\u6237\u3001\u5b89\u5168\u3001\u5ba1\u8ba1\u548c\u98ce\u9669\u63a7\u5236&#xff1b;<\/li>\n<li>Trace\u3001Dataset\u3001Evaluation \u548c\u53cd\u9988\u95ed\u73af&#xff1b;<\/li>\n<li>MCP\u3001A2A\u3001Registry \u548c\u6a21\u578b\u7f51\u5173&#xff1b;<\/li>\n<li>API\u3001\u5f02\u6b65\u4efb\u52a1\u3001\u6d88\u606f\u7cfb\u7edf\u3001\u5b58\u50a8\u4e0e\u53ef\u89c2\u6d4b\u6027\u3002<\/li>\n<\/ul>\n<p>\u6587\u7ae0\u7ed9\u51fa\u7684\u6210\u957f\u65b9\u5411\u4e0d\u662f\u201c\u628a\u6240\u6709\u6846\u67b6\u90fd\u5b66\u4e00\u904d\u201d&#xff0c;\u800c\u662f\u56f4\u7ed5\u4e00\u6761\u771f\u5b9e\u751f\u4ea7\u94fe\u8def\u5efa\u7acb\u7cfb\u7edf\u80fd\u529b&#xff1a;<\/p>\n<li>\u5148\u505a\u51fa\u53ef\u8fd0\u884c\u7684 Agent\u3002<\/li>\n<li>\u518d\u8865\u5145\u7ed3\u6784\u5316\u4e0a\u4e0b\u6587\u4e0e\u5de5\u5177\u8fb9\u754c\u3002<\/li>\n<li>\u5efa\u7acb\u72b6\u6001\u6062\u590d\u3001\u6743\u9650\u6821\u9a8c\u548c\u53ef\u89c2\u6d4b\u6027\u3002<\/li>\n<li>\u5efa\u8bbe\u8bc4\u6d4b\u96c6\u548c\u56de\u5f52\u673a\u5236\u3002<\/li>\n<li>\u6700\u540e\u518d\u6269\u5c55\u591a\u79df\u6237\u3001\u534f\u8bae\u751f\u6001\u548c\u5e73\u53f0\u6cbb\u7406\u3002<\/li>\n<p>\u6838\u5fc3\u5224\u65ad&#xff1a; \u672a\u6765 AI \u5de5\u7a0b\u5e08\u7684\u91cd\u8981\u5dee\u5f02&#xff0c;\u4e0d\u53ea\u662f\u4f1a\u4e0d\u4f1a\u8c03\u7528\u6a21\u578b&#xff0c;\u800c\u662f\u80fd\u4e0d\u80fd\u628a\u4e0d\u786e\u5b9a\u7684\u6a21\u578b\u80fd\u529b\u653e\u8fdb\u786e\u5b9a\u7684\u5de5\u7a0b\u7cfb\u7edf\u3002<\/p>\n<hr \/>\n<h3>\u5341\u516d\u3001\u4e09\u6761\u63a8\u8350\u9605\u8bfb\u8def\u7ebf<\/h3>\n<h4>\u8def\u7ebf\u4e00&#xff1a;Agent \u5e94\u7528\u5de5\u7a0b\u5e08<\/h4>\n<p>\u63a8\u8350\u987a\u5e8f&#xff1a;<\/p>\n<p>01 \u2192 02 \u2192 03 \u2192 04 \u2192 05 \u2192 09 \u2192 10 \u2192 06<\/p>\n<p>\u8fd9\u6761\u8def\u7ebf\u5148\u5efa\u7acb\u5e73\u53f0\u89c6\u89d2&#xff0c;\u518d\u4f9d\u6b21\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u8fd0\u884c\u65f6\u3001\u81ea\u6211\u4fee\u6b63\u3001Graph Engineering \u548c\u6570\u636e\u95ed\u73af\u3002\u9002\u5408\u5df2\u7ecf\u505a\u8fc7 RAG\u3001\u5de5\u5177\u8c03\u7528\u6216 LangGraph \u5e94\u7528&#xff0c;\u5e0c\u671b\u5411\u751f\u4ea7\u5de5\u7a0b\u6df1\u5165\u7684\u8bfb\u8005\u3002<\/p>\n<h4>\u8def\u7ebf\u4e8c&#xff1a;\u4f01\u4e1a\u67b6\u6784\u5e08\u4e0e\u6280\u672f\u8d1f\u8d23\u4eba<\/h4>\n<p>\u63a8\u8350\u987a\u5e8f&#xff1a;<\/p>\n<p>01 \u2192 05 \u2192 07 \u2192 08 \u2192 09 \u2192 10 \u2192 11 \u2192 06<\/p>\n<p>\u8fd9\u6761\u8def\u7ebf\u91cd\u70b9\u5173\u6ce8\u603b\u4f53\u67b6\u6784\u3001\u591a\u79df\u6237\u3001\u534f\u8bae\u6cbb\u7406\u3001\u5e73\u53f0\u8fb9\u754c\u548c\u6301\u7eed\u6f14\u8fdb\u3002\u9002\u5408\u8d1f\u8d23\u4f01\u4e1a AI \u6280\u672f\u8def\u7ebf\u3001\u5e73\u53f0\u9009\u578b\u6216\u8de8\u56e2\u961f\u534f\u4f5c\u7684\u8bfb\u8005\u3002<\/p>\n<h4>\u8def\u7ebf\u4e09&#xff1a;\u51c6\u5907\u8f6c\u5411 AI \u5e73\u53f0\u5de5\u7a0b\u7684\u540e\u7aef\u5de5\u7a0b\u5e08<\/h4>\n<p>\u63a8\u8350\u987a\u5e8f&#xff1a;<\/p>\n<p>03 \u2192 05 \u2192 02 \u2192 04 \u2192 06 \u2192 07 \u2192 08 \u2192 09 \u2192 10 \u2192 11 \u2192 12<\/p>\n<p>\u540e\u7aef\u5de5\u7a0b\u5e08\u901a\u5e38\u5df2\u7ecf\u5177\u5907 API\u3001\u5b58\u50a8\u3001\u5f02\u6b65\u4efb\u52a1\u548c\u53ef\u89c2\u6d4b\u6027\u57fa\u7840&#xff0c;\u53ef\u4ee5\u5148\u4ece Runtime \u5207\u5165&#xff0c;\u518d\u8865\u9f50\u4e0a\u4e0b\u6587\u3001\u8bc4\u6d4b\u3001\u591a\u79df\u6237\u548c\u534f\u8bae\u751f\u6001\u3002<\/p>\n<hr \/>\n<h3>\u5341\u4e03\u3001\u5341\u4e8c\u7bc7\u6587\u7ae0\u5171\u540c\u56de\u7b54\u4e86\u4ec0\u4e48<\/h3>\n<p>\u5982\u679c\u628a\u5341\u4e8c\u7bc7\u5185\u5bb9\u538b\u7f29\u6210\u4e00\u5957\u4f01\u4e1a Agent \u5e73\u53f0\u65b9\u6cd5\u8bba&#xff0c;\u53ef\u4ee5\u5f52\u7eb3\u4e3a\u4e09\u4e2a\u95ed\u73af\u3002<\/p>\n<h4>1. \u8fd0\u884c\u63a7\u5236\u95ed\u73af<\/h4>\n<p>\u8bf7\u6c42 \u2192 \u4e0a\u4e0b\u6587 \u2192 \u8ba1\u5212 \u2192 \u6821\u9a8c \u2192 \u6267\u884c \u2192 \u89c2\u5bdf \u2192 \u4fee\u6b63 \u2192 \u7ed3\u679c<\/p>\n<p>\u8fd9\u4e2a\u95ed\u73af\u89e3\u51b3\u201cAgent \u5982\u4f55\u5b89\u5168\u3001\u7a33\u5b9a\u5730\u5b8c\u6210\u4e00\u6b21\u4efb\u52a1\u201d\u3002<\/p>\n<h4>2. \u72b6\u6001\u4e0e\u6cbb\u7406\u95ed\u73af<\/h4>\n<p>\u8eab\u4efd \u2192 \u79df\u6237 \u2192 \u6743\u9650 \u2192 Registry \u2192 Checkpoint \u2192 Audit \u2192 \u4eba\u5de5\u5ba1\u6838<\/p>\n<p>\u8fd9\u4e2a\u95ed\u73af\u89e3\u51b3\u201c\u4efb\u52a1\u5982\u4f55\u5728\u7ec4\u7ec7\u8fb9\u754c\u548c\u98ce\u9669\u7ea6\u675f\u4e0b\u8fd0\u884c\u201d\u3002<\/p>\n<h4>3. \u6570\u636e\u6f14\u8fdb\u95ed\u73af<\/h4>\n<p>Trace \u2192 Sample \u2192 Dataset \u2192 Evaluation \u2192 \u6539\u8fdb \u2192 \u7070\u5ea6 \u2192 \u65b0 Trace<\/p>\n<p>\u8fd9\u4e2a\u95ed\u73af\u89e3\u51b3\u201c\u7cfb\u7edf\u5982\u4f55\u8bc1\u660e\u81ea\u5df1\u5728\u6301\u7eed\u53d8\u597d\u201d\u3002<\/p>\n<p>\u53ea\u6709\u4e09\u4e2a\u95ed\u73af\u540c\u65f6\u6210\u7acb&#xff0c;Agent \u624d\u80fd\u4ece\u4e00\u6b21\u6027 Demo \u8d70\u5411\u4f01\u4e1a\u5e73\u53f0\u80fd\u529b\u3002<\/p>\n<hr \/>\n<h3>\u5341\u516b\u3001\u4e13\u680f\u7684\u5341\u4e8c\u4e2a\u6838\u5fc3\u5224\u65ad<\/h3>\n<li>Prompt \u5f88\u91cd\u8981&#xff0c;\u4f46\u5b83\u53ea\u8d1f\u8d23\u6a21\u578b\u6307\u4ee4\u8868\u8fbe\u3002<\/li>\n<li>Context Engineering \u51b3\u5b9a\u6a21\u578b\u57fa\u4e8e\u4ec0\u4e48\u4e8b\u5b9e\u63a8\u7406\u3002<\/li>\n<li>RAG\u3001Memory\u3001State \u548c Checkpoint \u5fc5\u987b\u660e\u786e\u5206\u5c42\u3002<\/li>\n<li>Workflow \u662f\u6d41\u7a0b\u9aa8\u67b6&#xff0c;Runtime \u624d\u662f\u751f\u4ea7\u63a7\u5236\u7cfb\u7edf\u3002<\/li>\n<li>Harness Loop \u5fc5\u987b\u53d7\u5230\u6743\u9650\u3001\u9884\u7b97\u548c\u7ec8\u6b62\u6761\u4ef6\u7ea6\u675f\u3002<\/li>\n<li>Agent \u7684\u9ad8\u98ce\u9669\u52a8\u4f5c\u4e0d\u80fd\u4f9d\u8d56\u6a21\u578b\u81ea\u89c9&#xff0c;\u5fc5\u987b\u7531\u4ee3\u7801\u548c\u7b56\u7565\u63a7\u5236\u3002<\/li>\n<li>\u6ca1\u6709 Trace\u3001Dataset \u548c Evaluation&#xff0c;\u5c31\u65e0\u6cd5\u5f62\u6210\u53ef\u9760\u4f18\u5316\u95ed\u73af\u3002<\/li>\n<li>\u591a\u79df\u6237\u8fb9\u754c\u5fc5\u987b\u8d2f\u7a7f\u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u3001\u72b6\u6001\u3001\u89c2\u6d4b\u548c\u6570\u636e\u5e73\u53f0\u3002<\/li>\n<li>MCP \u4e0e A2A \u8d1f\u8d23\u8fde\u63a5&#xff0c;Registry \u4e0e Runtime \u8d1f\u8d23\u4f01\u4e1a\u6cbb\u7406\u3002<\/li>\n<li>LangChain\u3001LangGraph \u548c Agent Harness \u5206\u522b\u89e3\u51b3\u7ec4\u4ef6\u3001\u72b6\u6001\u7f16\u6392\u4e0e\u53d7\u63a7\u957f\u4efb\u52a1\u95ee\u9898\u3002<\/li>\n<li>Graph Engineering \u7684\u91cd\u70b9\u4e0d\u662f\u589e\u52a0 Graph \u6570\u91cf&#xff0c;\u800c\u662f\u6cbb\u7406\u591a\u4e2a Loop \u7684\u5173\u7cfb\u3002<\/li>\n<li>AI \u5de5\u7a0b\u5e08\u7684\u80fd\u529b\u91cd\u5fc3\u6b63\u5728\u4ece\u6a21\u578b\u8c03\u7528\u8f6c\u5411\u5e73\u53f0\u5de5\u7a0b\u3002<\/li>\n<hr \/>\n<h3>\u5341\u4e5d\u3001\u7ed3\u8bed<\/h3>\n<p>AI Agent \u7684\u65e9\u671f\u521b\u65b0\u4e3b\u8981\u6765\u81ea\u6a21\u578b\u80fd\u529b\u3001Prompt \u6280\u5de7\u548c\u5de5\u5177\u8c03\u7528\u3002\u8fdb\u5165\u4f01\u4e1a\u751f\u4ea7\u9636\u6bb5\u540e&#xff0c;\u7ade\u4e89\u91cd\u70b9\u4f1a\u9010\u6e10\u8f6c\u5411\u4e0a\u4e0b\u6587\u8d28\u91cf\u3001\u8fd0\u884c\u7a33\u5b9a\u6027\u3001\u5b89\u5168\u6cbb\u7406\u3001\u6570\u636e\u95ed\u73af\u548c\u5e73\u53f0\u590d\u7528\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u4e13\u680f\u6807\u9898\u201c\u4ece Prompt \u5230 Platform\u201d\u7684\u771f\u6b63\u542b\u4e49&#xff1a;<\/p>\n<p>\u4e0d\u662f Prompt \u4e0d\u518d\u91cd\u8981&#xff0c;\u800c\u662f\u4f01\u4e1a\u9700\u8981\u5728 Prompt \u4e4b\u5916&#xff0c;\u5efa\u8bbe\u4e00\u5957\u80fd\u591f\u627f\u8f7d\u6a21\u578b\u4e0d\u786e\u5b9a\u6027\u7684\u786e\u5b9a\u6027\u5de5\u7a0b\u7cfb\u7edf\u3002<\/p>\n<p>\u6a21\u578b\u4f1a\u7ee7\u7eed\u5347\u7ea7&#xff0c;\u6846\u67b6\u4f1a\u4e0d\u65ad\u53d8\u5316&#xff0c;\u534f\u8bae\u4e5f\u4f1a\u6301\u7eed\u6f14\u8fdb\u3002\u4f46\u8eab\u4efd\u3001\u6743\u9650\u3001\u4e0a\u4e0b\u6587\u3001\u72b6\u6001\u3001\u6267\u884c\u3001\u5ba1\u8ba1\u3001\u8bc4\u6d4b\u548c\u6570\u636e\u6cbb\u7406\u8fd9\u4e9b\u95ee\u9898\u4e0d\u4f1a\u6d88\u5931\u3002<\/p>\n<p>\u771f\u6b63\u5177\u5907\u957f\u671f\u4ef7\u503c\u7684\u80fd\u529b&#xff0c;\u4e0d\u662f\u8bb0\u4f4f\u67d0\u4e00\u4e2a\u6846\u67b6\u7684 API&#xff0c;\u800c\u662f\u7406\u89e3\u8fd9\u4e9b\u95ee\u9898\u4e3a\u4ec0\u4e48\u5b58\u5728&#xff0c;\u5e76\u80fd\u591f\u8bbe\u8ba1\u51fa\u8fb9\u754c\u6e05\u6670\u3001\u53ef\u4ee5\u9a8c\u8bc1\u3001\u80fd\u591f\u6f14\u8fdb\u7684\u5e73\u53f0\u7cfb\u7edf\u3002<\/p>\n<p>\u63a8\u8350 CSDN \u6807\u7b7e&#xff1a;<\/p>\n<p>AI Agent \u5927\u6a21\u578b Agent Runtime Context Engineering Platform Engineering<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ece Prompt \u5230 Platform&#xff1a;\u4f01\u4e1a\u7ea7 AI Agent \u5e73\u53f0\u5de5\u7a0b\u4e13\u680f\u5bfc\u8bfb \u6458\u8981&#xff1a; \u5f53 AI Agent \u4ece Demo \u8d70\u5411\u4f01\u4e1a\u751f\u4ea7&#xff0c;\u5de5\u7a0b\u91cd\u70b9\u4f1a\u4ece Prompt \u6269\u5c55\u5230 Context\u3001Workflow\u3001Runtime\u3001Graph Engineering\u3001\u6570\u636e\u95ed\u73af\u3001\u591a\u79df\u6237\u6cbb\u7406\u4e0e\u534f\u8bae\u751f\u6001\u3002\u672c\u6587\u4f5c\u4e3a\u5341\u4e8c\u7bc7\u4e13\u680f\u7684\u603b\u5bfc\u8bfb&#xff0c;\u68b3\u7406\u4ece Prompt Engineering \u5230 Agent Platform Engineerin<\/p>\n","protected":false},"author":2,"featured_media":87866,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9957,9955,9137,9956,2946,132],"topic":[],"class_list":["post-87872","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-agent","tag-ai-agent","tag-atomgit","tag-harness-loop","tag-prompt","tag-132"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4ece Prompt \u5230 Platform\uff1a\u4f01\u4e1a\u7ea7 AI Agent \u5e73\u53f0\u5de5\u7a0b\u4e13\u680f\u5bfc\u8bfb - \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\/87872.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4ece Prompt \u5230 Platform\uff1a\u4f01\u4e1a\u7ea7 AI Agent \u5e73\u53f0\u5de5\u7a0b\u4e13\u680f\u5bfc\u8bfb - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u4ece Prompt \u5230 Platform&#xff1a;\u4f01\u4e1a\u7ea7 AI Agent \u5e73\u53f0\u5de5\u7a0b\u4e13\u680f\u5bfc\u8bfb \u6458\u8981&#xff1a; \u5f53 AI Agent \u4ece Demo \u8d70\u5411\u4f01\u4e1a\u751f\u4ea7&#xff0c;\u5de5\u7a0b\u91cd\u70b9\u4f1a\u4ece Prompt \u6269\u5c55\u5230 Context\u3001Workflow\u3001Runtime\u3001Graph Engineering\u3001\u6570\u636e\u95ed\u73af\u3001\u591a\u79df\u6237\u6cbb\u7406\u4e0e\u534f\u8bae\u751f\u6001\u3002\u672c\u6587\u4f5c\u4e3a\u5341\u4e8c\u7bc7\u4e13\u680f\u7684\u603b\u5bfc\u8bfb&#xff0c;\u68b3\u7406\u4ece Prompt Engineering \u5230 Agent Platform Engineerin\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/87872.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-30T18:32:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730183236-6a6b98c460703.png\" \/>\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=\"6 \u5206\" \/>\n<script type=\"application\/ld+json\" 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