{"id":71948,"date":"2026-03-06T15:13:06","date_gmt":"2026-03-06T07:13:06","guid":{"rendered":"https:\/\/masterconcept.ai\/blog\/%e5%be%9e-moltbot-%e5%88%b0%e4%bc%81%e6%a5%ad%e5%af%a6%e9%9a%9b%e6%87%89%e7%94%a8%ef%bc%9a%e5%a6%82%e4%bd%95%e6%89%93%e9%80%a0%e5%ae%89%e5%85%a8%e3%80%81%e5%8f%af%e6%8a%95%e5%85%a5%e7%94%9f%e7%94%a2\/"},"modified":"2026-04-09T17:26:34","modified_gmt":"2026-04-09T09:26:34","slug":"from-moltbot-to-enterprise-reality-how-to-build-secure-production-ready-ai-agents","status":"publish","type":"post","link":"https:\/\/masterconcept.ai\/zh-hant\/blog\/from-moltbot-to-enterprise-reality-how-to-build-secure-production-ready-ai-agents\/","title":{"rendered":"AI \u5c0f\u9f8d\u8766 OpenClaw\uff08Moltbot\uff09\u5982\u4f55\u6253\u9020 AI \u4f01\u696d\u4ee3\u7406"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u958b\u6e90\u793e\u7fa4\u6700\u8fd1\u88ab AI \u5c0f\u9f8d\u8766\u300cMoltbot\u300d\uff08\u524d\u8eab\u70ba Clawdbot\uff0c\u73fe\u7a31 OpenClaw\uff09\u5f15\u7206\u71b1\u6f6e\uff0c\u9019\u500b\u5c08\u6848\u5728\u77ed\u77ed\u5e7e\u5929\u5167\u5c31\u7372\u5f97\u4e86\u6578\u842c\u9846 GitHub \u661f\u661f\u3002\u8207\u7c21\u55ae\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4e0d\u540c\uff0cOpenClaw \u662f\u4e00\u500b\u771f\u6b63\u7684\u4ee3\u7406\u7a0b\u5f0f\uff1a\u80fd\u700f\u89bd\u7db2\u9801\u3001\u7ba1\u7406\u6a94\u6848\uff0c\u4e26\u5728 Slack \u548c Discord \u7b49\u5e73\u53f0\u4e0a\u81ea\u52d5\u5316\u57f7\u884c\u4efb\u52d9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0cOpenClaw \u96d6\u7136\u5f37\u5927\uff0c\u537b\u662f\u5c08\u70ba\u696d\u9918\u611b\u597d\u8005\u6240\u6253\u9020\u3002\u5c0d\u4f01\u696d\u800c\u8a00\uff0c\u7f3a\u4e4f\u5b89\u5168\u6027\u4ee5\u53ca\u6f5b\u5728\u7684\u300c\u60e1\u610f\u6307\u4ee4\u6ce8\u5165\u300d\u4f7f\u5176\u5145\u6eff\u98a8\u96aa\u3002<strong>\u4f01\u696d\u9700\u8981 OpenClaw \u7684\u80fd\u529b\uff0c\u4f46\u4e5f\u5fc5\u9808\u5177\u5099\u300c\u897f\u88dd\u9818\u5e36\u300d\u7b49\u7d1a\u7684\u5b89\u5168\u8207\u63a7\u7ba1\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6b63\u662f <strong>Google Cloud Vertex AI<\/strong> \u8207 <strong><a href=\"https:\/\/masterconcept.ai\/zh-hant\/\" target=\"_blank\" rel=\"noopener\" title=\"\u601d\u60f3\u79d1\u6280 Master Concept\">\u601d\u60f3\u79d1\u6280 Master Concept<\/a><\/strong> \u767c\u63ee\u4f5c\u7528\u4e4b\u8655\uff0c\u63d0\u4f9b\u4e86\u6253\u9020\u517c\u5177\u667a\u6167\u8207\u5b89\u5168\u7684\u300c\u6578\u4f4d\u54e1\u5de5\u300d\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-15-1024x683.png\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-70322 lazyload\"\/><noscript><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-15-1024x683.png\" alt=\"\" class=\"wp-image-70322\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-15-1024x683.png 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-15-300x200.png 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-15-768x512.png 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-15.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u6838\u5fc3\u5f15\u64ce\uff1aVertex AI Agent Builder<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6253\u9020 AI \u4ee3\u7406\u7a0b\u5f0f\u4e0d\u518d\u9700\u8981\u5f9e\u96f6\u958b\u59cb\u3002<strong>Vertex AI Agent Builder <\/strong>\u63d0\u4f9b\u4e86\u9069\u5408\u5404\u7a2e\u6280\u80fd\u5c64\u7d1a\u7684\u5168\u7aef\u5e73\u53f0\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5f48\u6027\u958b\u767c\uff1a<\/strong>\u4f7f\u7528 <strong>Agent Designer<\/strong> \u7372\u5f97\u4f4e\u7a0b\u5f0f\u78bc\u7684\u8996\u89ba\u5316\u9ad4\u9a57\uff0c\u6216\u900f\u904e <strong>Agent Development Kit (ADK)<\/strong> \u5728\u4e0d\u5230 100 \u884c\u7684 Python \u7a0b\u5f0f\u78bc\u5167\u64b0\u5beb\u51fa\u8907\u96dc\u7684\u4ee3\u7406\u7a0b\u5f0f\u3002<\/li>\n\n\n\n<li><strong>Agent Engine\uff1a<\/strong>\u7121\u4f3a\u670d\u5668\u57f7\u884c\u74b0\u5883\uff0c\u8ca0\u8cac\u8655\u7406\u300c\u7e41\u91cd\u5de5\u4f5c\u300d\uff0c\u5305\u542b\u64f4\u5145\u3001\u5de5\u4f5c\u968e\u6bb5\u7ba1\u7406\u4ee5\u53ca\u300c\u9577\u671f\u8a18\u61b6\u300d\uff0c\u56e0\u6b64\u7121\u9808\u7ba1\u7406\u4f3a\u670d\u5668\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"668\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-11-1024x668.png\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-70306 lazyload\"\/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"668\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-11-1024x668.png\" alt=\"\" class=\"wp-image-70306\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-11-1024x668.png 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-11-300x196.png 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-11-768x501.png 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-11.png 1276w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><figcaption class=\"wp-element-caption\">\u5716\u7247\u4f86\u6e90\uff1aGoogle Cloud<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u6838\u5fc3\u5927\u8166\uff1a\u7531 Gemini 3 \u9a45\u52d5<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u512a\u79c0\u7684\u4ee3\u7406\u7a0b\u5f0f\u9700\u8981\u5f37\u5927\u7684\u5927\u8166\u3002\u900f\u904e Vertex AI \u5373\u53ef\u4f7f\u7528 Google \u6700\u5148\u9032\u7684\u6a21\u578b <strong>Gemini 3<\/strong>\uff1a <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6d77\u91cf\u4e0a\u4e0b\u6587\uff1a<\/strong>\u5177\u5099\u8d85\u904e 100 \u842c\u500b token \u7684\u4e0a\u4e0b\u6587\u8996\u7a97\uff0c\u80fd\u4e00\u6b21\u300c\u95b1\u8b80\u300d\u5b8c\u6574\u7684\u6280\u8853\u624b\u518a\u6216\u9577\u7bc7\u5408\u7d04\u3002<\/li>\n\n\n\n<li><strong>\u9069\u61c9\u6027\u63a8\u7406\uff1a<\/strong>\u80fd\u5920\u81ea\u4e3b\u898f\u5283\u591a\u6b65\u9a5f\u4efb\u52d9\uff0c\u4f8b\u5982\u8907\u96dc\u7684\u7a0b\u5f0f\u64b0\u5beb\u6216\u8cc7\u6599\u67e5\u8a62\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"578\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-14-1024x578.png\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-70316 lazyload\"\/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"578\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-14-1024x578.png\" alt=\"\" class=\"wp-image-70316\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-14-1024x578.png 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-14-300x169.png 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-14-768x433.png 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-14-1536x866.png 1536w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-14.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><figcaption class=\"wp-element-caption\">\u5716\u7247\u4f86\u6e90\uff1aGoogle Cloud<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u6d88\u9664\u5e7b\u89ba\uff1a\u4f01\u696d\u7d1a RAG<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ba\u4e86\u78ba\u4fdd\u4ee3\u7406\u7a0b\u5f0f\u63d0\u4f9b\u6e96\u78ba\u4e14\u57fa\u65bc\u4e8b\u5be6\u7684\u89e3\u7b54\uff0cGoogle \u4f7f\u7528\u4e86<a href=\"https:\/\/cloud.google.com\/use-cases\/retrieval-augmented-generation?hl=zh-TW\" target=\"_blank\" rel=\"noopener\" title=\"\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) \">\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG) <\/a>\u6280\u8853\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Vertex AI RAG Engine\uff1a<\/strong>\u9019\u662f Google \u63a8\u51fa\u7684\u5168\u4ee3\u7ba1 RAG \u670d\u52d9\u3002\u80fd\u81ea\u52d5\u8655\u7406\u6587\u4ef6\u89e3\u6790\u3001\u5206\u584a\u8207\u5d4c\u5165\uff0c\u4e26\u8207 Vertex AI Vector Search \u6574\u5408\uff0c\u5728\u6578\u5341\u5104\u500b\u5411\u91cf\u4e2d\u5be6\u73fe\u6beb\u79d2\u7d1a\u7684\u6aa2\u7d22\u3002 <\/li>\n\n\n\n<li><strong>\u5efa\u7acb\u4e8b\u5be6\u57fa\u790e (Grounding)\uff1a<\/strong>\u53ef\u4ee5\u5c07\u56de\u8986\u300c\u5960\u57fa\u300d\u65bc Google \u641c\u5c0b\u4ee5\u63d0\u4f9b\u5373\u6642\u8cc7\u8a0a\uff0c\u6216\u662f\u7d50\u5408\u5167\u90e8\u8cc7\u6599\uff08\u4f8b\u5982 BigQuery \u6216 Cloud SQL\uff09\uff0c\u78ba\u4fdd\u6bcf\u500b\u56de\u8986\u7686\u5177\u5099\u53ef\u9a57\u8b49\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"878\" height=\"878\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-16-edited.png\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-70328 lazyload\"\/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"878\" height=\"878\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-16-edited.png\" alt=\"\" class=\"wp-image-70328\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-16-edited.png 878w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-16-edited-300x300.png 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-16-edited-150x150.png 150w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-16-edited-768x768.png 768w\" sizes=\"(max-width: 878px) 100vw, 878px\" \/><\/noscript><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. \u5be6\u4f5c\uff1a\u5f9e\u672c\u5730\u7aef\u7a0b\u5f0f\u78bc\u5230\u96f2\u7aef\u7684\u4e09\u689d\u8def\u5f91<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u6700\u4ee4\u4eba\u95dc\u5fc3\u7684\u90e8\u5206\uff1a\u5982\u4f55\u5c07\u672c\u5730\u7aef\u7684\u4ee3\u7406\u539f\u578b\u90e8\u7f72\u5230\u751f\u7522\u74b0\u5883\uff1fGoogle Cloud \u6700\u65b0\u7684\u300c<strong>From Code to Cloud<\/strong>\u300d\u7cfb\u5217\u63d0\u4f9b\u4e86\u4e09\u7a2e\u4e0d\u540c\u7684\u90e8\u7f72\u8def\u5f91\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u601d\u60f3\u79d1\u6280 Master Concept <\/strong>\u5efa\u8b70\u9078\u64c7\u6700\u9069\u5408\u5718\u968a\u6280\u8853\u5806\u758a\u8207\u696d\u52d9\u9700\u6c42\u7684\u8def\u5f91\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. \u300c\u7c21\u55ae\u6a21\u5f0f\u300d\uff08\u5168\u4ee3\u7ba1\uff09\uff1aVertex AI Agent Engine<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6700\u9069\u5408\uff1a<\/strong>\u8ffd\u6c42\u6700\u5feb\u4e0a\u5e02\u6642\u9593\uff0c\u4e14\u4e0d\u60f3\u8655\u7406\u4f3a\u670d\u5668\u6216\u57fa\u790e\u67b6\u69cb\u7684\u5718\u968a\u3002<\/li>\n\n\n\n<li><strong>\u512a\u52e2\uff1a<\/strong>\u5c08\u70ba\u57fa\u65bc Python \u7684\u4ee3\u7406\u6240\u6700\u4f73\u5316\u7684\u5c08\u5c6c\u74b0\u5883\u3002\u53ea\u9700\u5c08\u6ce8\u65bc\u908f\u8f2f\uff0c\u64f4\u5145\u3001\u8a18\u61b6\u8207\u5de5\u5177\u6574\u5408\u5c31\u4ea4\u7531 Google \u8655\u7406\u3002 <\/li>\n\n\n\n<li><strong>\u76ee\u6a19\uff1a<\/strong>\u5feb\u901f\u90e8\u7f72\u5167\u5efa\u300c\u8a18\u61b6\u300d\u8207\u63a8\u7406\u80fd\u529b\uff0c\u4e14\u958b\u7bb1\u5373\u7528\u7684\u591a\u4ee3\u7406\u7cfb\u7d71\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"505\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1024x505.jpeg\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-70304 lazyload\"\/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"505\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1024x505.jpeg\" alt=\"\" class=\"wp-image-70304\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1024x505.jpeg 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-300x148.jpeg 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-768x378.jpeg 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1536x757.jpeg 1536w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image.jpeg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><figcaption class=\"wp-element-caption\">\u5716\u7247\u4f86\u6e90\uff1aGoogle Cloud<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. \u5f48\u6027\u9078\u64c7\uff08\u7121\u4f3a\u670d\u5668\uff09\uff1aCloud Run<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6700\u9069\u5408\uff1a<\/strong>\u4f7f\u7528 Python \u4ee5\u5916\u7684\u8a9e\u8a00\u6216\u81ea\u8a02\u6846\u67b6\uff0c\u4e14\u5e0c\u671b\u4fdd\u6301\u4f4e\u7dad\u8b77\u71df\u904b\u7684\u5718\u968a\u3002<\/li>\n\n\n\n<li><strong>\u512a\u52e2\uff1a<\/strong>\u5c07\u4ee3\u7406\u5c01\u88dd\u9032\u5bb9\u5668\u3002Cloud Run \u6703\u5728\u7e41\u5fd9\u6642\u81ea\u52d5\u64f4\u5145\uff0c\u4e26\u5728\u4e0d\u4f7f\u7528\u6642\u7e2e\u6e1b\u81f3\u96f6\uff0c\u4ee5\u7bc0\u7701\u6210\u672c\u3002 <\/li>\n\n\n\n<li><strong>\u76ee\u6a19\uff1a<\/strong>\u4f7f\u7528 Google Cloud ADK \u5c07\u4ee3\u7406\u8f49\u63db\u70ba\u5177\u5099\u5b89\u5168\u9632\u8b77\u4e14\u652f\u63f4\u7db2\u9801\u5b58\u53d6 (HTTPS) \u7684\u670d\u52d9\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-13-1024x576.png\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-70313 lazyload\"\/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-13-1024x576.png\" alt=\"\" class=\"wp-image-70313\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-13-1024x576.png 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-13-300x169.png 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-13-768x432.png 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-13.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><figcaption class=\"wp-element-caption\">\u5716\u7247\u4f86\u6e90\uff1aGoogle Cloud<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3.\u300c\u5c08\u696d\u7d1a\u300d\u63a7\u7ba1\uff08\u4f01\u696d\u7d1a\u5354\u4f5c\uff09\uff1aGoogle Kubernetes Engine (GKE)<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6700\u9069\u5408\uff1a<\/strong>\u9700\u8981\u5b8c\u5168\u638c\u63a7\u5176\u74b0\u5883\uff0c\u6216\u9700\u8981\u4ee3\u7406\u5728\u8907\u96dc\u7684\u5fae\u670d\u52d9\u67b6\u69cb\u4e2d\u904b\u4f5c\u7684\u5927\u578b\u4f01\u696d\u3002<\/li>\n\n\n\n<li><strong>\u512a\u52e2\uff1a<\/strong>\u4f7f\u7528\u696d\u754c\u6a19\u6e96\u7684 Kubernetes\uff0c\u6975\u81f4\u7cbe\u6e96\u5730\u7ba1\u7406\u8cc7\u6e90\u3001\u5b89\u5168\u6027\u548c\u64f4\u5145\u3002<\/li>\n\n\n\n<li><strong>\u76ee\u6a19\uff1a<\/strong>\u4f7f\u7528\u5c08\u696d\u7d1a\u7ba1\u7406\u5de5\u5177\uff0c\u5c07\u4ee3\u7406\u90e8\u7f72\u81f3\u9ad8\u6548\u80fd\u96c6\u7fa4\u4e2d\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-12-1024x536.png\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-70310 lazyload\"\/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-12-1024x536.png\" alt=\"\" class=\"wp-image-70310\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-12-1024x536.png 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-12-300x157.png 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-12-768x402.png 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-12.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><figcaption class=\"wp-element-caption\">\u5716\u7247\u4f86\u6e90\uff1aGoogle Cloud<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. \u9ad8\u6548\u80fd\u57fa\u790e\u67b6\u69cb\uff1aTPU \u7684\u512a\u52e2<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u64f4\u5c55 AI \u898f\u6a21\u7684\u6210\u672c\u53ef\u80fd\u975e\u5e38\u9ad8\u6602\u3002Google \u7684 <strong>AI Hypercomputer<\/strong> \u67b6\u69cb\u63d0\u4f9b\u4e86\u5177\u6210\u672c\u6548\u76ca\u7684\u5f37\u5927\u904b\u7b97\u529b\uff1a <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>TPU v5e \u8207 Trillium (v6e)\uff1a<\/strong>\u9019\u4e9b\u81ea\u8a02\u6676\u7247\u5c08\u70ba AI \u9032\u884c\u4e86\u6700\u4f73\u5316\uff0c\u5168\u65b0\u7684 Trillium \u8207\u524d\u4ee3\u76f8\u6bd4\uff0c\u80fd\u6e90\u6548\u7387\u63d0\u5347\u4e86 67%\u3002<\/li>\n\n\n\n<li><strong>\u52d5\u614b\u8abf\u5ea6\uff1a<\/strong>\u4f7f\u7528<strong>\u52d5\u614b\u5de5\u4f5c\u8ca0\u8f09\u8abf\u5ea6\u5668 (Dynamic Workload Scheduler)<\/strong>\uff0c\u4ee5\u66f4\u4f4e\u7684\u6210\u672c\u53d6\u5f97\u904b\u7b97\u80fd\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"543\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1-1024x543.jpeg\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-70319 lazyload\"\/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"543\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1-1024x543.jpeg\" alt=\"\" class=\"wp-image-70319\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1-1024x543.jpeg 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1-300x159.jpeg 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1-768x407.jpeg 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1-1536x814.jpeg 1536w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-1.jpeg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u70ba\u4ec0\u9ebc\u9078\u64c7\u8207\u601d\u60f3\u79d1\u6280 Master Concept \u5408\u4f5c\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u70ba <strong>Google Cloud \u6700\u9ad8\u7b49\u7d1a\u7684\u83c1\u82f1\u5408\u4f5c\u5925\u4f34\uff08Premier Partner\uff09<\/strong>\uff0c<strong><a href=\"https:\/\/masterconcept.ai\/zh-hant\/\" target=\"_blank\" rel=\"noopener\" title=\"\u601d\u60f3\u79d1\u6280\">Master Concept \u601d\u60f3\u79d1\u6280 <\/a><\/strong>\u5354\u52a9\u60a8\u61c9\u5c0d\u67b6\u69cb\u3001\u6210\u672c\u53ca\u5408\u898f\u6027\u7b49\u5404\u9805\u6311\u6230\u3002\u6211\u5011\u63d0\u4f9b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5ba2\u88fd\u5316\u85cd\u5716\uff1a<\/strong>\u5354\u52a9\u60a8\u5728 Agent Engine \u7684\u4fbf\u5229\u6027\u8207 GKE \u7684\u4e3b\u63a7\u6b0a\u4e4b\u9593\uff0c\u505a\u51fa\u6700\u660e\u667a\u7684\u9078\u64c7\u3002<\/li>\n\n\n\n<li><strong>\u6210\u672c\u6700\u4f73\u5316\uff1a<\/strong>\u900f\u904e\u8070\u660e\u4f7f\u7528 TPU \u8207 Spot \u57f7\u884c\u500b\u9ad4\uff08\u5207\u63db\u5f0f\u57f7\u884c\u500b\u9ad4\uff09\uff0c\u6975\u5927\u5316\u60a8\u7684\u6295\u8cc7\u5831\u916c\u7387\uff08ROI\uff09\u3002<\/li>\n\n\n\n<li><strong>\u5168\u65b9\u4f4d\u5c0e\u5165\u8207\u5be6\u4f5c\uff1a<\/strong>\u5f9e ADK \u7684\u6280\u8853\u57f9\u8a13\uff0c\u5230\u78ba\u4fdd\u60a8\u7684\u8cc7\u6599\u7dad\u6301\u79c1\u5bc6\u6027\u8207\u5408\u898f\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI \u4ee3\u7406\uff08AI Agents\uff09\u7684\u6642\u4ee3\u5df2\u7d93\u4f86\u81e8\u3002\u5225\u8b93\u6280\u8853\u969c\u7919\u963b\u7919\u4e86\u60a8\u7684\u524d\u9032\u8173\u6b65\u3002 <\/strong><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-white-color has-luminous-vivid-amber-background-color has-text-color has-background has-link-color wp-element-button\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM3NTciLCJ0b2dnbGUiOmZhbHNlfQ%3D%3D\">\u7acb\u5373\u9023\u7d61\u601d\u60f3\u79d1\u6280 Master Concept<\/a><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u958b\u6e90\u793e\u7fa4\u6700\u8fd1\u88ab AI \u5c0f\u9f8d\u8766\u300cMoltbot\u300d\uff08\u524d\u8eab\u70ba Clawdbot\uff0c\u73fe\u7a31 OpenClaw\uff09\u5f15\u7206\u71b1\u6f6e\uff0c\u9019 [&hellip;]<\/p>\n","protected":false},"author":53,"featured_media":70324,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[109],"tags":[531,558],"region":[974],"class_list":["post-71948","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-google-cloud-4","tag-google-cloud-3","region-all-region"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u638c\u63e1 Google Cloud AI Agents \u90e8\u7f72\u5168\u653b\u7565\uff01\u5f9e Gemini 1M+ \u8d85\u9577\u6587\u672c\u8655\u7406\u5230 RAG \u7cbe\u6e96\u5c0d\u7b54\uff0c\u672c\u6587\u6df1\u5165\u89e3\u6790 Vertex AI Agent Engine\u3001Cloud Run \u8207 GKE \u4e09\u5927\u90e8\u7f72\u8def\u5f91\u3002\u8207\u601d\u60f3\u79d1\u6280\u651c\u624b\u512a\u5316\u67b6\u69cb\u8207\u6210\u672c\uff0c\u5feb\u901f\u6253\u9020\u5b89\u5168\u3001\u9ad8\u6548\u7684\u4f01\u696d\u7d1a AI \u4ee3\u7406\u3002\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Hannah Lo\"\/>\n\t<meta name=\"keywords\" content=\"google cloud,\u7db2\u8a8c\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/masterconcept.ai\/zh-hant\/blog\/from-moltbot-to-enterprise-reality-how-to-build-secure-production-ready-ai-agents\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"zh_TW\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Master Concept\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" 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\u7cbe\u6e96\u5c0d\u7b54\uff0c\u672c\u6587\u6df1\u5165\u89e3\u6790 Vertex AI Agent Engine\u3001Cloud Run \u8207 GKE \u4e09\u5927\u90e8\u7f72\u8def\u5f91\u3002\u8207\u601d\u60f3\u79d1\u6280\u651c\u624b\u512a\u5316\u67b6\u69cb\u8207\u6210\u672c\uff0c\u5feb\u901f\u6253\u9020\u5b89\u5168\u3001\u9ad8\u6548\u7684\u4f01\u696d\u7d1a AI \u4ee3\u7406\u3002\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2026\/02\/image-15.png\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/masterconcept.ai\\\/zh-hant\\\/blog\\\/from-moltbot-to-enterprise-reality-how-to-build-secure-production-ready-ai-agents\\\/#article\",\"name\":\"AI \\u5c0f\\u9f8d\\u8766 OpenClaw\\uff08Moltbot\\uff09\\u5982\\u4f55\\u6253\\u9020 AI \\u4f01\\u696d\\u4ee3\\u7406 | \\u601d\\u60f3\\u79d1\\u6280 Master Concept\",\"headline\":\"AI 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