{"id":109289,"date":"2026-09-23T21:16:58","date_gmt":"2026-09-23T13:16:58","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/109289.html"},"modified":"2026-09-23T21:16:58","modified_gmt":"2026-09-23T13:16:58","slug":"google%e6%8a%8aagent%e5%81%9a%e6%88%90%e4%ba%86k8s","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/109289.html","title":{"rendered":"Google\u628aAgent\u505a\u6210\u4e86K8s"},"content":{"rendered":"<p>\u5355\u65e5 2,305 \u4e2a star&#xff0c;\u5360\u5b83\u5168\u90e8\u661f\u6807\u7684 28%\u3002\u8fd9\u4e2a Go \u9879\u76ee\u628a YAML\u3001apply\u3001describe \u90a3\u4e00\u6574\u5957&#xff0c;\u539f\u5c01\u4e0d\u52a8\u642c\u7ed9\u4e86 AI Agent<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260923131655-6ab3d147eda89.png\" alt=\"google\/ax \u7684\u56db\u4e2a\u539f\u8bed\uff1aTask \/ Workspace \/ Gateway \/ Model\" \/><\/p>\n<h3>\u4e00\u3001\u4eca\u5929\u7684 GitHub \u65e5\u699c&#xff0c;\u88ab\u4e00\u4e2a Go \u9879\u76ee\u5237\u5c4f\u4e86<\/h3>\n<p>2026 \u5e74 9 \u6708 23 \u65e5\u7684 GitHub Trending \u65e5\u699c&#xff0c;\u7b2c\u4e00\u540d\u548c\u7b2c\u4e8c\u540d\u4e4b\u95f4\u6709\u4e00\u9053\u65ad\u5c42\u3002<\/p>\n<p>\u7b2c\u4e00\u540d\u662f google\/ax&#xff0c;\u5355\u65e5\u65b0\u589e 2,305 \u4e2a star\u3002\u7b2c\u4e8c\u540d\u662f 245 \u4e2a\u3002<\/p>\n<p>\u8fd9\u4e2a\u500d\u6570\u503c\u5f97\u505c\u4e0b\u6765\u770b\u4e00\u773c&#xff1a;\u5b83\u4e0d\u662f\u4e00\u4e2a&#034;\u6b63\u5e38&#034;\u7684\u70ed\u699c\u6570\u5b57&#xff0c;\u800c\u662f\u4e00\u6b21\u96c6\u4e2d\u7684\u6ce8\u610f\u529b\u6d8c\u5165\u3002<\/p>\n<p>\u66f4\u503c\u5f97\u770b\u7684\u662f\u8fd9 2,305 \u610f\u5473\u7740\u4ec0\u4e48\u3002\u622a\u81f3\u4eca\u5929&#xff0c;google\/ax \u7684\u5168\u90e8 star \u6570\u662f 8,180\u3002\u4e5f\u5c31\u662f\u8bf4&#xff0c;\u5b83\u5efa\u4ed3\u534a\u5e74\u79ef\u7d2f\u4e0b\u6765\u7684\u661f\u6807\u91cc&#xff0c;\u6709 28% \u662f\u4eca\u5929\u4e00\u5929\u6da8\u7684\u3002<\/p>\n<p>\u8fd9\u4e2a\u4ed3\u5e93 2026 \u5e74 3 \u6708 30 \u65e5\u521b\u5efa&#xff0c;Apache 2.0 \u534f\u8bae&#xff0c;Go \u8bed\u8a00&#xff0c;\u6700\u540e\u4e00\u6b21\u4ee3\u7801\u63d0\u4ea4\u505c\u5728 9 \u6708 20 \u65e5\u2014\u2014\u4eca\u5929\u5e76\u6ca1\u6709\u53d1\u65b0\u7248&#xff0c;\u4e5f\u6ca1\u6709\u53d1\u516c\u544a\u3002\u5b83\u662f\u88ab\u5f00\u53d1\u8005\u81ea\u5df1\u7ffb\u51fa\u6765\u7684\u3002<\/p>\n<p>\u90a3\u5b83\u5230\u5e95\u662f\u4ec0\u4e48&#xff1f;<\/p>\n<p>\u4ed3\u5e93\u7684\u63cf\u8ff0\u53ea\u6709\u4e00\u884c&#xff1a;Google\u2019s open agentic orchestration runtime&#xff08;Google \u5f00\u6e90\u7684 Agent \u7f16\u6392\u8fd0\u884c\u65f6&#xff09;\u3002<\/p>\n<p>\u5b98\u7f51 agentexecutor.io \u7684\u6807\u9898\u66f4\u76f4\u767d&#xff1a;<\/p>\n<p>Declare an agentic task. AX runs it at scale.<\/p>\n<p>\u58f0\u660e\u4e00\u4e2a Agent \u4efb\u52a1&#xff0c;AX \u8d1f\u8d23\u5927\u89c4\u6a21\u5730\u8dd1\u8d77\u6765\u3002<\/p>\n<p>\u5982\u679c\u4f60\u662f\u4e2a\u5199\u8fc7 YAML \u7684\u540e\u7aef&#xff0c;\u770b\u5230&#034;\u58f0\u660e\u5f0f&#034;\u201c\u8fd0\u884c\u65f6\u201d&#034;at scale&#034;\u8fd9\u4e09\u4e2a\u8bcd\u8fde\u5728\u4e00\u8d77&#xff0c;\u8111\u5b50\u91cc\u5e94\u8be5\u5df2\u7ecf\u8df3\u51fa\u4e00\u4e2a\u4e1c\u897f\u4e86\u3002\u5f80\u4e0b\u770b&#xff0c;\u4f60\u4f1a\u53d1\u73b0\u81ea\u5df1\u6ca1\u731c\u9519\u3002<\/p>\n<h3>\u4e8c\u3001\u5b83\u628a Agent \u5f53&#034;\u5de5\u4f5c\u8d1f\u8f7d&#034;&#xff0c;\u4e0d\u662f&#034;\u5e94\u7528&#034;<\/h3>\n<p>\u7406\u89e3 ax \u7684\u5173\u952e&#xff0c;\u662f\u5b83\u5bf9\u81ea\u5df1\u8981\u89e3\u51b3\u7684\u95ee\u9898\u7684\u5b9a\u6027\u3002README \u7684 \u201cWhy\u201d \u90e8\u5206\u53ea\u6709\u4e00\u6bb5\u8bdd&#xff0c;\u4f46\u8fd9\u6bb5\u8bdd\u662f\u6574\u4e2a\u9879\u76ee\u7684\u51fa\u53d1\u70b9&#xff1a;<\/p>\n<p>Agents are a new kind of workload. They are neither stateless microservices nor run-to-completion batch jobs.<\/p>\n<p>Agent \u662f\u4e00\u79cd\u65b0\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002\u5b83\u65e2\u4e0d\u662f\u65e0\u72b6\u6001\u5fae\u670d\u52a1&#xff0c;\u4e5f\u4e0d\u662f\u8dd1\u5b8c\u5c31\u7ed3\u675f\u7684\u6279\u5904\u7406\u4efb\u52a1\u3002<\/p>\n<p>\u5b98\u7f51\u628a\u8fd9\u53e5\u8bdd\u5c55\u5f00\u5f97\u66f4\u5177\u4f53&#xff1a;<\/p>\n<p>\u5b83\u4eec\u4f1a\u7d2f\u79ef\u72b6\u6001\u3001\u9700\u8981\u4e25\u683c\u9694\u79bb\u3001\u8981\u8c03\u7528\u6a21\u578b API \u548c\u5de5\u5177\u670d\u52a1\u5668&#xff0c;\u800c\u4e14\u2014\u2014\u5982\u679c\u6ca1\u6709\u4eba\u76ef\u7740\u2014\u2014\u4f1a\u5728\u5faa\u73af\u91cc\u6301\u7eed\u6d6a\u8d39\u8d44\u6e90\u3002<\/p>\n<p>\u6700\u540e\u534a\u53e5\u662f\u91cd\u70b9\u3002\u4f20\u7edf\u7f16\u6392\u7cfb\u7edf\u9762\u5bf9\u7684\u662f&#034;\u8fdb\u7a0b&#034;&#xff0c;\u8fdb\u7a0b\u8dd1\u98de\u4e86\u5927\u4e0d\u4e86\u6740\u6389\u91cd\u542f&#xff1b;Agent \u9762\u5bf9\u7684\u662f&#034;\u4f1a\u82b1\u94b1\u7684\u5faa\u73af&#034;&#xff0c;\u4e00\u4e2a\u5361\u4f4f\u7684 Agent \u80fd\u5b89\u5b89\u9759\u9759\u70e7\u6389\u4e00\u6574\u665a\u7684 token \u9884\u7b97\u3002<\/p>\n<p>\u800c\u73b0\u6709\u5de5\u5177\u90fd\u4e0d\u5bf9\u53e3&#xff1a;<\/p>\n<ul>\n<li>\u62ff\u65e0\u72b6\u6001\u5fae\u670d\u52a1\u7684\u90a3\u5957\u6765\u7f16\u6392 Agent&#xff0c;\u4f1a\u4e00\u76f4\u4e3a\u95f2\u7f6e\u7684\u6c99\u7bb1\u4ed8\u8d39\u2014\u2014Agent \u5927\u90e8\u5206\u65f6\u95f4\u5728\u7b49\u6a21\u578b\u8fd4\u56de\u3001\u7b49\u5de5\u5177\u8fd4\u56de\u3001\u7b49\u4eba\u5ba1\u6279&#xff0c;\u8fd9\u6bb5\u65f6\u95f4\u5b83\u4ec0\u4e48\u4e5f\u4e0d\u5e72&#xff0c;\u4f46\u4f60\u5f97\u8ba9\u5b83\u6d3b\u7740<\/li>\n<li>\u62ff\u6279\u5904\u7406\u4f5c\u4e1a\u7684\u90a3\u5957\u6765\u7f16\u6392 Agent&#xff0c;\u53c8\u7f3a\u5c11\u539f\u751f\u7684\u6302\u8d77\u4e0e\u6062\u590d\u80fd\u529b\u2014\u2014\u6279\u5904\u7406\u7684\u4e16\u754c\u91cc\u6ca1\u6709&#034;\u6682\u505c\u4e09\u79d2\u518d\u4ece\u4e2d\u65ad\u5904\u7cbe\u786e\u7ee7\u7eed&#034;\u8fd9\u79cd\u9700\u6c42<\/li>\n<\/ul>\n<p>\u6240\u4ee5 ax \u7684\u7ed3\u8bba\u662f&#xff1a;\u8fd9\u4e24\u6761\u8def\u90fd\u4e0d\u884c&#xff0c;\u5f97\u4e3a Agent \u5355\u9020\u4e00\u4e2a\u63a7\u5236\u5e73\u9762\u3002<\/p>\n<h3>\u4e09\u3001\u56db\u4e2a\u539f\u8bed&#xff0c;\u5c31\u662f\u56db\u4e2a kubectl \u52a8\u4f5c<\/h3>\n<p>ax \u7684 API \u957f\u5f97\u975e\u5e38\u773c\u719f\u3002\u6e05\u5355\u7684 apiVersion \u662f ax.io\/v1alpha1&#xff0c;\u5199\u6cd5\u662f\u6807\u51c6\u7684 kind &#043; metadata &#043; spec\u3002<\/p>\n<p>\u5b83\u628a Agent \u8dd1\u8d77\u6765\u9700\u8981\u7684\u4e1c\u897f\u62c6\u6210\u56db\u4e2a\u539f\u8bed&#xff1a;<\/p>\n<ul>\n<li>Task&#xff1a;\u5728\u5e26 CPU \u548c\u5185\u5b58\u9650\u5236\u7684\u6c99\u7bb1\u91cc\u8dd1\u4e0d\u53ef\u4fe1\u7684 Agent \u4ee3\u7801\u3002\u5b98\u65b9\u5f3a\u8c03\u5b83&#034;\u521b\u5efa\u3001\u6302\u8d77\u3001\u4e22\u5f03\u90fd\u5f88\u4fbf\u5b9c&#034;<\/li>\n<li>Workspace&#xff1a;\u9884\u5148\u628a Git \u4ed3\u5e93\u3001MCP \u670d\u52a1\u5668\u3001\u6280\u80fd\u5305\u914d\u597d&#xff0c;\u8ba9\u6bcf\u4e2a Agent&#034;\u70ed\u542f\u52a8&#034;\u3002\u53ef\u4ee5\u76f4\u63a5\u5217\u6e05\u5355&#xff0c;\u4e5f\u53ef\u4ee5\u53ea\u7528\u4e00\u53e5\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u76ee\u6807<\/li>\n<li>Gateway&#xff1a;\u628a Agent \u7684\u51fa\u7ad9\u6d41\u91cf\u9501\u6b7b\u5728\u4e00\u4efd\u663e\u5f0f\u7684\u4e3b\u673a\u767d\u540d\u5355\u4e0a&#xff0c;\u540c\u65f6\u5f80\u8fdb\u6765\u7684\u8bf7\u6c42\u91cc\u6ce8\u5165\u51ed\u636e<\/li>\n<li>Model&#xff1a;\u6a21\u578b\u3001\u6a21\u578b\u53c2\u6570\u3001\u5bc6\u94a5\u96c6\u4e2d\u5728\u4e00\u5904\u914d\u7f6e&#xff0c;\u6362\u5bc6\u94a5\u6216\u9489\u4e00\u4e2a\u65b0\u6a21\u578b\u7248\u672c\u53ea\u9700\u8981\u4e00\u6b21 apply<\/li>\n<\/ul>\n<p>\u547d\u4ee4\u884c\u66f4\u76f4\u63a5\u3002ax \u7684 CLI \u523b\u610f\u505a\u6210\u4e86 kubectl \u7684\u5f62\u6001&#xff1a;<\/p>\n<ul>\n<li>ax apply \/ ax get \/ ax describe \/ ax watch \/ ax delete<\/li>\n<li>\u4ee5\u53ca Agent \u7279\u6709\u7684 ax ssh&#xff08;\u94bb\u8fdb\u6b63\u5728\u8dd1\u7684 Agent \u91cc\u770b\u5b83\u5728\u5e72\u4ec0\u4e48&#xff09;\u3001ax suspend \/ ax resume<\/li>\n<\/ul>\n<p>\u5b83\u751a\u81f3\u517c\u5bb9 kubectx&#xff0c;\u80fd\u8ddf\u7740\u5f53\u524d\u6d3b\u8dc3\u7684 Kubernetes \u4e0a\u4e0b\u6587\u5207\u96c6\u7fa4\u3002<\/p>\n<p>README \u91cc\u6709\u4e00\u53e5\u5199\u5f97\u6beb\u4e0d\u63a9\u9970&#xff1a;If you have used Kubernetes, ax will feel similar. \u5982\u679c\u4f60\u7528\u8fc7 Kubernetes&#xff0c;ax \u4f1a\u8ba9\u4f60\u89c9\u5f97\u5f88\u719f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260923131656-6ab3d148c8500.png\" alt=\"2,305 \u4e2a star \u4e00\u5929\uff1agoogle\/ax \u5728 GitHub \u65e5\u699c\u4e0a\u7684\u4f4d\u7f6e\" \/><\/p>\n<h3>\u56db\u3001\u6700\u53cd\u76f4\u89c9\u7684\u4e00\u4e2a\u6280\u672f\u9009\u62e9&#xff1a;\u5b83\u6ca1\u7528 K8s \u7684 CRD<\/h3>\n<p>\u5230\u8fd9\u91cc\u4f60\u53ef\u80fd\u4f1a\u60f3&#xff1a;\u65e2\u7136\u505a\u5f97\u8fd9\u4e48\u50cf K8s&#xff0c;\u90a3\u5b83\u5e94\u8be5\u5c31\u662f\u4e00\u7ec4 CRD \u52a0\u51e0\u4e2a controller \u5427&#xff1f;<\/p>\n<p>\u4e0d\u662f\u3002\u8fd9\u662f\u6574\u4e2a\u9879\u76ee\u91cc\u6700\u503c\u5f97\u7422\u78e8\u7684\u4e00\u4e2a\u51b3\u5b9a\u3002<\/p>\n<p>ax \u62c6\u6210\u4e86\u4e09\u4e2a\u4e8c\u8fdb\u5236&#xff1a;<\/p>\n<ul>\n<li>ax-server&#xff1a;\u5bf9\u5916\u66b4\u9732 gRPC API&#xff0c;\u63a5\u6536 Task \u6e05\u5355<\/li>\n<li>ax-controller&#xff1a;\u53ef\u6c34\u5e73\u6269\u5c55\u7684 reconciler&#xff0c;\u4ece Redis Streams \u6d88\u8d39\u5de5\u4f5c<\/li>\n<li>ax-task-runner&#xff1a;\u5728\u6c99\u7bb1\u5316\u7684 worker \u91cc\u771f\u6b63\u6267\u884c\u4efb\u52a1<\/li>\n<\/ul>\n<p>\u6ce8\u610f\u7b2c\u4e8c\u884c\u2014\u2014\u4efb\u52a1\u72b6\u6001\u5b58\u5728 Redis \u91cc&#xff0c;\u4e0d\u662f\u5b58\u8fdb Kubernetes \u7684 CRD\u3002<\/p>\n<p>\u7406\u7531\u8bf4\u5f97\u5f88\u6e05\u695a&#xff1a;\u4e3a\u4e86\u4e0d\u7ed9 etcd \u9020\u6210\u538b\u529b\u3002<\/p>\n<p>\u8fd9\u662f\u4e2a\u5f88\u5de5\u7a0b\u5316\u7684\u53d6\u820d\u3002Kubernetes \u7684 CRD 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\u8f6c\u7684\u5468\u8fb9\u2014\u2014\u6280\u80fd\u3001\u8bb0\u5fc6\u3001\u96c6\u7fa4\u7ba1\u7406\u3001\u4ee3\u7801\u5ba1\u67e5\u3001\u529e\u516c\u5957\u4ef6\u3001\u7f16\u6392\u8fd0\u884c\u65f6\u3002<\/p>\n<p>\u7b2c\u4e8c&#xff0c;\u7f16\u6392\u5c42\u662f\u6700\u540e\u4e00\u5757\u88ab\u8865\u4e0a\u7684\u62fc\u56fe\u3002 \u6280\u80fd\u6709\u4e86\u3001\u8bb0\u5fc6\u6709\u4e86\u3001\u96c6\u7fa4\u7ba1\u7406\u6709\u4e86&#xff0c;\u4f46&#034;\u600e\u4e48\u628a\u6210\u5343\u4e0a\u4e07\u4e2a Agent \u53ef\u9760\u5730\u8c03\u5ea6\u8d77\u6765&#034;\u8fd9\u4ef6\u4e8b&#xff0c;\u5728 ax \u4e4b\u524d\u6ca1\u6709\u4e00\u4e2a\u6765\u81ea\u5927\u5382\u7684\u3001\u58f0\u660e\u5f0f\u7684\u3001\u5f00\u6e90\u7684\u6807\u51c6\u7b54\u6848\u3002<\/p>\n<p>\u7b2c\u4e09&#xff0c;\u5b89\u5168\u6b63\u5728\u53d8\u6210\u4e00\u4e2a\u72ec\u7acb\u8d5b\u9053\u3002 cloudflare\/security-audit-skill \u4e00\u5468 15,381 \u4e2a star&#xff0c;mvt \u5355\u65e5 441\u2014\u2014\u548c Agent \u76f8\u5173\u7684\u662f&#034;\u7528 Agent \u5ba1\u4ee3\u7801&#034;&#xff0c;\u548c\u8bbe\u5907\u76f8\u5173\u7684\u662f&#034;\u67e5\u8bbe\u5907\u6709\u6ca1\u6709\u88ab\u5165\u4fb5&#034;\u3002\u8fd9\u548c\u6211\u4eec\u524d\u4e24\u5929\u5199\u8fc7\u7684\u90a3\u7bc7 Plugin4Shell \u662f\u540c\u4e00\u4e2a\u65b9\u5411&#xff1a;\u5f53 Agent \u62ff\u5230\u771f\u5b9e\u6743\u9650&#xff0c;\u5b89\u5168\u95ee\u9898\u7684\u6027\u8d28\u5c31\u53d8\u4e86\u3002<\/p>\n<h3>\u516b\u3001\u4e00\u4e2a 2014 \u5e74\u7684\u65e2\u89c6\u611f<\/h3>\n<p>\u628a\u4e0a\u9762\u8fd9\u4e9b\u653e\u5728\u4e00\u8d77&#xff0c;\u5f88\u96be\u4e0d\u60f3\u5230\u5bb9\u5668\u90a3\u4e00\u6bb5\u5386\u53f2\u3002<\/p>\n<p>2014 \u5e74\u524d\u540e&#xff0c;Docker \u628a\u5bb9\u5668\u8fd9\u4ef6\u4e8b\u53d8\u5f97\u4eba\u4eba\u53ef\u7528&#xff0c;\u4f46\u7d27\u63a5\u7740\u6240\u6709\u4eba\u53d1\u73b0&#xff1a;\u80fd\u8dd1\u8d77\u6765\u4e00\u4e2a\u5bb9\u5668&#xff0c;\u548c\u80fd\u7ba1\u7406\u4e00\u4e07\u4e2a\u5bb9\u5668&#xff0c;\u662f\u5b8c\u5168\u4e0d\u540c\u7684\u4e24\u4e2a\u95ee\u9898\u3002 \u4e8e\u662f\u8c03\u5ea6\u3001\u7f16\u6392\u3001\u670d\u52a1\u53d1\u73b0\u3001\u7f51\u7edc\u7b56\u7565\u3001\u5bc6\u94a5\u7ba1\u7406\u8fd9\u4e9b\u4e8b\u88ab\u9010\u4e2a\u62bd\u8c61\u51fa\u6765&#xff0c;\u6700\u540e\u6536\u655b\u6210\u4e86 Kubernetes \u90a3\u4e00\u5957\u58f0\u660e\u5f0f API\u3002<\/p>\n<p>\u4eca\u5929\u7684 Agent \u8d70\u5230\u4e86\u540c\u4e00\u4e2a\u4f4d\u7f6e\u3002<\/p>\n<p>\u5355\u4e2a Agent \u4e0d\u96be&#xff0c;\u4e00\u4e2a while \u5faa\u73af\u52a0\u51e0\u6b21\u5de5\u5177\u8c03\u7528\u5c31\u80fd\u8dd1\u3002\u4f46\u4e00\u65e6\u4f60\u8981\u540c\u65f6\u8dd1\u51e0\u767e\u4e0a\u5343\u4e2a&#xff0c;\u95ee\u9898\u7acb\u523b\u53d8\u6210&#xff1a;\u5b83\u8dd1\u5728\u54ea\u4e2a\u6c99\u7bb1\u91cc&#xff1f;\u5b83\u7684\u5bc6\u94a5\u4ece\u54ea\u6765&#xff1f;\u5b83\u80fd\u8bbf\u95ee\u54ea\u4e9b\u5730\u5740&#xff1f;\u5b83\u5361\u4f4f\u4e86\u600e\u4e48\u529e&#xff1f;\u5b83\u6302\u8d77\u4e4b\u540e\u8fd8\u80fd\u4e0d\u80fd\u7cbe\u786e\u6062\u590d&#xff1f;\u5b83\u4e00\u665a\u82b1\u4e86\u591a\u5c11\u94b1&#xff1f;<\/p>\n<p>\u8fd9\u4e9b\u95ee\u9898\u7684\u7b54\u6848&#xff0c;\u548c\u5f53\u5e74\u5bb9\u5668\u7f16\u6392\u8981\u56de\u7b54\u7684\u95ee\u9898&#xff0c;\u7ed3\u6784\u4e0a\u51e0\u4e4e\u4e00\u6a21\u4e00\u6837\u3002<\/p>\n<p>\u6240\u4ee5 ax \u7684\u5f62\u6001\u5176\u5b9e\u662f\u53ef\u4ee5\u9884\u5224\u7684&#xff1a;\u58f0\u660e\u5f0f API\u3001YAML \u6e05\u5355\u3001apply\/get\/describe \u8fd9\u4e00\u5957\u52a8\u8bcd\u3001\u628a\u7b56\u7565\u548c\u6570\u636e\u9762\u5207\u5f00\u3002 \u8fd9\u4e0d\u662f Google \u5728\u6284 Kubernetes&#xff0c;\u800c\u662f\u540c\u4e00\u7c7b\u95ee\u9898\u4f1a\u81ea\u7136\u6536\u655b\u5230\u540c\u4e00\u79cd\u89e3\u6cd5\u3002<\/p>\n<p>\u771f\u6b63\u6709\u610f\u601d\u7684\u4e0d\u662f&#034;\u5b83\u4eec\u50cf&#034;&#xff0c;\u800c\u662f\u5b83\u4eec\u54ea\u91cc\u4e0d\u4e00\u6837\u3002<\/p>\n<h3>\u4e5d\u3001\u4f46\u8fd9\u6b21\u591a\u4e86\u4e00\u4e2a\u65b0\u53d8\u91cf&#xff1a;\u94b1<\/h3>\n<p>Kubernetes \u7f16\u6392\u7684\u662f\u65e0\u72b6\u6001\u8fdb\u7a0b\u3002\u8fdb\u7a0b\u662f\u514d\u8d39\u7684\u2014\u2014\u591a\u8dd1\u4e00\u4e2a\u5bb9\u5668&#xff0c;\u6210\u672c\u53ef\u4ee5\u5ffd\u7565&#xff1b;\u8dd1\u98de\u4e86&#xff0c;\u6740\u6389\u91cd\u542f\u5c31\u884c\u3002<\/p>\n<p>Agent \u4e0d\u662f\u3002Agent \u7684\u6bcf\u4e00\u6b21\u601d\u8003\u90fd\u8981\u82b1\u94b1&#xff0c;\u800c\u4e14\u5b83\u5728\u7b49\u7684\u65f6\u5019\u4e5f\u5728\u5360\u7528\u8d44\u6e90&#xff0c;\u5728\u8dd1\u7684\u65f6\u5019\u5728\u70e7 token\u3002<\/p>\n<p>\u8fd9\u662f\u672c\u8d28\u533a\u522b\u3002\u5b83\u76f4\u63a5\u6539\u5199\u4e86\u7f16\u6392\u7cfb\u7edf\u7684\u8bbe\u8ba1\u76ee\u6807&#xff1a;<\/p>\n<ul>\n<li>\u4f20\u7edf\u7f16\u6392\u5668\u4f18\u5316\u7684\u76ee\u6807\u662f\u541e\u5410\u548c\u53ef\u7528\u6027<\/li>\n<li>Agent \u7f16\u6392\u5668\u5fc5\u987b\u540c\u65f6\u4f18\u5316\u6210\u672c\u2014\u2014\u56e0\u4e3a&#034;\u4e00\u76f4\u5f00\u7740&#034;\u8fd9\u4ef6\u4e8b\u5728 Agent \u573a\u666f\u4e0b\u662f\u771f\u7684\u4f1a\u7834\u4ea7\u7684<\/li>\n<\/ul>\n<p>\u56de\u5934\u770b ax \u90a3\u4e09\u4e2a\u6570\u5b57&#xff0c;\u5168\u90fd\u662f\u5728\u56de\u7b54\u6210\u672c\u95ee\u9898&#xff1a;<\/p>\n<ul>\n<li>\u4e9a\u79d2\u7ea7\u6302\u8d77\u6062\u590d&#xff1a;\u8ba9&#034;\u7b49&#034;\u4e0d\u82b1\u94b1<\/li>\n<li>\u5bc6\u96c6\u590d\u7528&#xff1a;\u8ba9\u95f2\u7f6e\u7b97\u529b\u4e0d\u6d6a\u8d39<\/li>\n<li>\u5341\u4ebf\u4efb\u52a1&#xff1a;\u8ba9\u5355\u4f4d\u6210\u672c\u968f\u89c4\u6a21\u4e0b\u964d<\/li>\n<\/ul>\n<p>\u5b98\u7f51\u6709\u4e00\u53e5\u8bdd\u628a\u8fd9\u4ef6\u4e8b\u8bf4\u5f97\u5f88\u5766\u767d&#xff1a;\u201cyou only pay when agents are actively thinking and running code\u201d\u2014\u2014\u4f60\u53ea\u4e3a Agent \u771f\u6b63\u5728\u601d\u8003\u548c\u8dd1\u4ee3\u7801\u7684\u65f6\u5019\u4ed8\u8d39\u3002<\/p>\n<p>\u8fd9\u53e5\u8bdd\u5982\u679c\u653e\u5230 2014 \u5e74&#xff0c;\u5bb9\u5668\u4e16\u754c\u91cc\u662f\u6ca1\u6709\u4eba\u4f1a\u8fd9\u4e48\u8bf4\u7684\u3002\u56e0\u4e3a\u90a3\u65f6\u5019&#034;\u4e00\u76f4\u5f00\u7740&#034;\u4e0d\u8d35\u3002<\/p>\n<p>\u6240\u4ee5 Agent \u7f16\u6392\u7684\u6700\u7ec8\u5f62\u6001&#xff0c;\u53ef\u80fd\u4e0d\u4f1a\u957f\u5f97\u50cf Kubernetes\u3002 \u5b83\u4f1a\u66f4\u50cf Kubernetes \u548c\u4e91\u6210\u672c\u7ba1\u7406\u7cfb\u7edf\u7684\u5408\u4f53\u2014\u2014\u4e00\u5957\u65e2\u8981\u7ba1&#034;\u80fd\u4e0d\u80fd\u8dd1\u5bf9&#034;&#xff0c;\u53c8\u8981\u7ba1&#034;\u503c\u4e0d\u503c\u5f97\u8dd1&#034;\u7684\u63a7\u5236\u5e73\u9762\u3002<\/p>\n<h3>\u5341\u3001\u90a3\u73b0\u5728\u8be5\u505a\u4ec0\u4e48<\/h3>\n<p>\u5177\u4f53\u5230 google\/ax \u8fd9\u4e2a\u9879\u76ee&#xff1a;<\/p>\n<ul>\n<li>\u503c\u5f97\u82b1\u534a\u5c0f\u65f6\u8bfb README \u548c docs\/concepts.md\u3002 \u5b83\u628a Task \/ Workspace \/ Gateway \/ Model \u56db\u4e2a\u539f\u8bed\u7684\u8fb9\u754c\u5212\u5f97\u5f88\u6e05\u695a&#xff0c;\u8fd9\u5957\u62bd\u8c61\u4e0d\u7ba1\u6700\u540e\u662f\u4e0d\u662f\u5b83\u80dc\u51fa&#xff0c;\u90fd\u4f1a\u5f71\u54cd\u540e\u9762\u4e00\u6279\u4ea7\u54c1\u7684\u8bbe\u8ba1<\/li>\n<li>\u522b\u6025\u7740\u4e0a\u751f\u4ea7\u3002 \u9879\u76ee\u81ea\u5df1\u5199\u4e86&#034;\u7a33\u5b9a\u7248\u4e4b\u524d\u53ef\u80fd\u6709\u7834\u574f\u6027\u53d8\u66f4&#034;\u3002API \u8fd8\u662f v1alpha1&#xff0c;\u8fd9\u4e2a\u7248\u672c\u53f7\u672c\u8eab\u5c31\u662f\u63d0\u793a<\/li>\n<li>Gateway \u90a3\u4e2a\u539f\u8bed\u503c\u5f97\u5355\u72ec\u770b\u3002 \u201c\u628a\u51fa\u7ad9\u6d41\u91cf\u9501\u6b7b\u5728\u4e00\u4efd\u663e\u5f0f\u4e3b\u673a\u767d\u540d\u5355\u4e0a\u201d\u2014\u2014\u5982\u679c\u4f60\u8bfb\u8fc7 Plugin4Shell&#xff0c;\u4f1a\u77e5\u9053 Agent \u7684\u63d2\u4ef6\u4f9b\u5e94\u94fe\u6700\u7f3a\u7684\u5c31\u662f\u8fd9\u4e00\u5c42<\/li>\n<li>\u5982\u679c\u4f60\u5728\u9009\u578b&#xff0c;\u5148\u95ee\u81ea\u5df1\u4e00\u4e2a\u95ee\u9898&#xff1a; \u4f60\u662f\u5728\u8dd1&#034;\u51e0\u4e2a Agent&#034;&#xff0c;\u8fd8\u662f\u5728\u8dd1&#034;\u4e00\u6279 Agent&#034;&#xff1f;\u524d\u8005\u7528\u73b0\u6210\u7684 CLI \u5de5\u5177\u5c31\u591f\u4e86&#xff0c;ax \u8fd9\u7c7b\u4e1c\u897f\u7684\u4ef7\u503c\u8981\u5230\u51e0\u767e\u4e2a\u4ee5\u4e0a\u624d\u663e\u73b0<\/li>\n<\/ul>\n<p>\u66f4\u503c\u5f97\u8bb0\u4f4f\u7684\u662f\u90a3\u4e2a\u8d8b\u52bf\u672c\u8eab\u3002<\/p>\n<p>\u8fc7\u53bb\u4e24\u5e74&#xff0c;AI \u5de5\u7a0b\u7684\u91cd\u5fc3\u4ece&#034;\u63d0\u793a\u8bcd&#034;\u79fb\u5230&#034;\u4e0a\u4e0b\u6587&#034;&#xff0c;\u518d\u79fb\u5230&#034;Agent&#034;\u3002\u800c\u8fd9\u4e00\u5468\u7684 GitHub \u70ed\u699c\u5728\u8bf4&#xff1a;\u4e0b\u4e00\u7ad9\u662f&#034;\u8fd0\u884c\u65f6&#034;\u3002<\/p>\n<p>\u5f53\u6a21\u578b\u80fd\u529b\u4e0d\u518d\u662f\u6700\u7a00\u7f3a\u7684\u8d44\u6e90&#xff0c;\u80fd\u4e0d\u80fd\u628a\u6210\u767e\u4e0a\u5343\u4e2a Agent \u53ef\u9760\u3001\u4fbf\u5b9c\u3001\u5b89\u5168\u5730\u8dd1\u8d77\u6765&#xff0c;\u5c31\u4f1a\u53d8\u6210\u771f\u6b63\u7684\u5206\u6c34\u5cad\u3002<\/p>\n<p>2014 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