{"id":100464,"date":"2026-09-04T19:04:03","date_gmt":"2026-09-04T11:04:03","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/100464.html"},"modified":"2026-09-04T19:04:03","modified_gmt":"2026-09-04T11:04:03","slug":"harness%ef%bc%88agent-%e9%a9%be%e9%a9%ad%e5%b1%82%ef%bc%89%e6%96%87%e4%bb%b6%e5%90%8e%e7%ab%af%e5%ae%8c%e6%95%b4%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/100464.html","title":{"rendered":"Harness\uff08Agent \u9a7e\u9a6d\u5c42\uff09\u6587\u4ef6\u540e\u7aef\u5b8c\u6574\u89e3\u6790"},"content":{"rendered":"

Harness \u67b6\u6784：Agent \u8fd0\u884c\u5916\u58f3，\u6587\u4ef6\u540e\u7aef (File\u2011Backend) \u5c31\u662f AI \u667a\u80fd\u4f53\u7684\u865a\u62df\u6587\u4ef6\u7cfb\u7edf\u5c42，\u8d1f\u8d23\u6240\u6709\u6587\u4ef6：\u589e\u3001\u5220\u3001\u6539\u3001\u67e5\u3001\u6267\u884c\u4e94\u5927\u64cd\u4f5c；\u591a Agent \u4e4b\u95f4\u5168\u5c40\u5171\u4eab，\u5b50 Agent \u4e0d\u9694\u79bb\u6587\u4ef6\u540e\u7aef\u8d44\u6e90\u3002<\/p>\n

\u4e00\u3001\u4e3a\u4ec0\u4e48 Harness \u5fc5\u987b\u8981\u6709\u6587\u4ef6\u540e\u7aef<\/h3>\n

\u88f8\u5927\u6a21\u578b\u53ea\u80fd\u628a\u5168\u90e8\u6570\u636e\u585e\u8fdb\u4e0a\u4e0b\u6587\u7a97\u53e3，\u5b58\u5728\u81f4\u547d\u7f3a\u9677：<\/p>\n

  • Token \u4e0a\u9650\u74f6\u9888：\u5927\u91cf\u65e5\u5fd7\u3001\u62a5\u544a\u3001\u4e2d\u95f4\u4ea7\u7269\u5360\u6ee1\u4e0a\u4e0b\u6587<\/li>\n
  • \u65e0\u6cd5\u8de8\u8f6e\u6b21\u6301\u4e45\u4fdd\u5b58\u72b6\u6001<\/li>\n
  • \u591a Agent \u6ca1\u6709\u5171\u4eab\u767d\u677f，\u4e0d\u80fd\u5f02\u6b65\u534f\u4f5c<\/li>\n
  • \u7f3a\u5c11\u6c99\u7bb1\u5b89\u5168\u9694\u79bb，AI \u76f4\u63a5\u8bfb\u5199\u672c\u673a\u9ad8\u5371\u6587\u4ef6<\/li>\n

    \u6587\u4ef6\u540e\u7aef\u7684\u672c\u8d28：\u628a\u5185\u5b58\u91cc\u7684\u72b6\u6001，\u5378\u8f7d\u5230\u300c\u865a\u62df \/ \u7269\u7406\u6587\u4ef6\u300d；\u7528\u6587\u4ef6\u8def\u5f84\u5b57\u7b26\u4e32\u4ee3\u66ff\u5927\u6bb5\u6587\u672c，\u9001\u5165 LLM \u4e0a\u4e0b\u6587，\u53ea\u5360\u7528\u6781\u5c11 Token\u3002<\/p>\n

    \u4e8c\u3001\u6838\u5fc3\u67b6\u6784：CompositeBackend \u7efc\u5408\u52a8\u6001\u8def\u7531\u540e\u7aef<\/h3>\n

    \u6700\u4e3b\u6d41\u5b9e\u73b0\u662f CompositeBackend（\u7ec4\u5408\u540e\u7aef \/ \u8def\u7531\u540e\u7aef），\u4e00\u4e2a\u8c03\u5ea6\u5165\u53e3，\u5185\u90e8\u6302\u8f7d 3 \u79cd\u4e0d\u540c\u5b58\u50a8\u540e\u7aef，\u6839\u636e\u6587\u4ef6\u8def\u5f84\u524d\u7f00\u81ea\u52a8\u8def\u7531\u5206\u53d1，\u4e00\u5957\u7edf\u4e00\u7684\u8bfb\u5199\u63a5\u53e3，\u5e95\u5c42\u5b58\u50a8\u53ef\u5207\u6362\u3002<\/p>\n

    \u4e09\u5927\u540e\u7aef\u5b9e\u4f8b<\/h4>\n

    \u8868\u683c<\/p>\n\n\u540e\u7aef\u540d\u79f0\u524d\u7f00\u8def\u5f84\u5b58\u50a8\u4f4d\u7f6e\u4f5c\u7528\u6743\u9650\u9694\u79bb<\/tr>\n\n\n\n\n
    SandboxBackend \u6c99\u7bb1\u540e\u7aef<\/td>\nfile:\/\/\/ \/workspace \u8def\u5f84<\/td>\n\u672c\u673a\u78c1\u76d8\u771f\u5b9e\u6587\u4ef6\u5939（\u6c99\u7bb1\u5de5\u4f5c\u533a）<\/td>\nAgent \u8bfb\u5199\u4efb\u52a1\u4ea7\u51fa\u3001\u62a5\u544a\u3001\u4ee3\u7801\u6587\u4ef6，\u6301\u4e45\u5316\u843d\u5730<\/td>\n\u2705\u4e25\u683c\u6c99\u7bb1\u8def\u5f84\u767d\u540d\u5355，\u7981\u6b62\u6c99\u7bb1\u5916\u6587\u4ef6\u8bbf\u95ee，\u5b89\u5168\u9632\u62a4\u6838\u5fc3<\/td>\n<\/tr>\n
    MemoryBackend \u5185\u5b58\u540e\u7aef<\/td>\nmemory:\/\/\/<\/td>\n\u8fd0\u884c\u65f6\u5185\u5b58\u5b57\u5178，\u65ad\u7535\u4e22\u5931<\/td>\n\u4e34\u65f6\u7f13\u5b58\u3001\u4f1a\u8bdd\u77ac\u65f6\u53d8\u91cf\u3001\u5927\u6a21\u578b\u8d85\u957f\u8f93\u51fa\u4e2d\u8f6c\u6587\u4ef6；\u4e0d\u4f1a\u843d\u76d8<\/td>\n\u2705\u4f1a\u8bdd\u79c1\u6709，\u91cd\u542f\u6e05\u7a7a<\/td>\n<\/tr>\n
    StoreBackend \u6301\u4e45\u5316\u5b58\u50a8\u540e\u7aef<\/td>\nstore:\/\/\/<\/td>\n\u6570\u636e\u5e93 \/ \u5bf9\u8c61\u5b58\u50a8 (S3)\/Git \u4ed3\u5e93<\/td>\n\u957f\u671f\u8bb0\u5fc6\u3001\u4f1a\u8bdd\u65e5\u5fd7\u3001\u9879\u76ee\u5143\u6570\u636e\u3001\u7248\u672c\u5feb\u7167，\u8de8\u4f1a\u8bdd\u6c38\u4e45\u4fdd\u5b58<\/td>\n🔒\u5168\u5c40\u5171\u4eab\u5b58\u50a8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u8def\u7531\u903b\u8f91\u4f2a\u4ee3\u7801：<\/p>\n

    ts<\/p>\n

    function resolveBackend(path:string){
    \n if(path.startsWith("memory:\/\/")) return memoryBackend
    \n if(path.startsWith("store:\/\/")) return storeBackend
    \n return sandboxBackend \/\/ \u9ed8\u8ba4\u6c99\u7bb1\u78c1\u76d8\u540e\u7aef
    \n}<\/p>\n

    \u4e09\u3001\u6587\u4ef6\u540e\u7aef\u63d0\u4f9b\u7684\u7edf\u4e00\u63a5\u53e3（5 \u5927\u539f\u8bed）<\/h3>\n

    \u6240\u6709\u540e\u7aef\u5fc5\u987b\u5b9e\u73b0\u540c\u4e00\u5957\u63a5\u53e3，\u4e0a\u5c42 Agent \u65e0\u9700\u5173\u5fc3\u5e95\u5c42\u662f\u5185\u5b58 \/ \u78c1\u76d8 \/ \u5bf9\u8c61\u5b58\u50a8：<\/p>\n

  • readFile (path) \u8bfb\u53d6<\/li>\n
  • writeFile (path,content) \u5199\u5165<\/li>\n
  • deleteFile (path) \u5220\u9664<\/li>\n
  • listDir (path) \u5217\u51fa\u76ee\u5f55<\/li>\n
  • executeFile (path) \u6267\u884c\u6587\u4ef6（\u6c99\u7bb1 Shell \u8fd0\u884c）<\/li>\n

    \u4e0a\u5c42\u5de5\u5177\u8c03\u7528\u3001Agent \u8bfb\u5199\u5168\u90e8\u8d70\u8fd9\u5957\u62bd\u8c61\u63a5\u53e3，\u5b9e\u73b0\u5b58\u50a8\u5c42\u4e0e Agent \u4e1a\u52a1\u89e3\u8026\u3002<\/p>\n

    \u56db\u3001\u6587\u4ef6\u540e\u7aef\u5728 Harness \u516d\u5c42\u67b6\u6784\u4e2d\u7684\u4f4d\u7f6e<\/h3>\n

    Harness \u5b8c\u6574\u516d\u5c42\u7ed3\u6784：<\/p>\n

  • \u5165\u53e3\u4ea4\u4ed8\u5c42（Web\/SDK）<\/li>\n
  • \u7ec4\u88c5\u63a7\u5236\u5c42（Bundle \/ \u63d2\u4ef6\u52a0\u8f7d）<\/li>\n
  • Agent \u63a7\u5236\u5c42（Agent \u4e3b\u5faa\u73af）<\/li>\n
  • \u80fd\u529b\u5c42 \u2014 \u6587\u4ef6\u540e\u7aef + Shell \u6c99\u7bb1 + Web \u641c\u7d22\u5de5\u5177 \u2705\u6587\u4ef6\u540e\u7aef\u6240\u5728\u5c42<\/li>\n
  • \u4e8b\u4ef6\u65e5\u5fd7\u5c42<\/li>\n
  • \u6a21\u578b\u8c03\u7528\u5c42（LLM）<\/li>\n

    \u5173\u952e\u70b9：\u6587\u4ef6\u540e\u7aef\u6302\u8f7d\u5728\u4e3b Agent，\u5168\u5c40\u5171\u4eab，\u6240\u6709\u5b50 Agent \u5171\u7528\u540c\u4e00\u5957\u6587\u4ef6\u540e\u7aef\u5b9e\u4f8b，\u4ee5\u6b64\u5b9e\u73b0\u591a Agent \u6587\u4ef6\u534f\u4f5c\u901a\u4fe1\u3002\u5b50 Agent \u4e0d\u4f1a\u521b\u5efa\u72ec\u7acb\u6587\u4ef6\u540e\u7aef\u3002<\/p>\n

    \u4e94\u3001\u6c99\u7bb1\u540e\u7aef\u5b89\u5168\u673a\u5236（\u91cd\u4e2d\u4e4b\u91cd）<\/h3>\n

    SandboxBackend \u6700\u6838\u5fc3\u4ef7\u503c\u5c31\u662f\u5b89\u5168\u56f4\u680f<\/p>\n

  • \u6839\u76ee\u5f55\u9501\u5b9a：Agent \u53ea\u80fd\u8bfb\u5199\u6307\u5b9aworkspace\u6587\u4ef6\u5939，\u4e0d\u80fd\u8bbf\u95ee\u5bbf\u4e3b\u7cfb\u7edf \/etc\u3001\u7528\u6237\u76ee\u5f55\u7b49\u7cfb\u7edf\u6587\u4ef6<\/li>\n
  • \u8def\u5f84\u9003\u9038\u9632\u62a4：\u6821\u9a8c..\/\u76f8\u5bf9\u8def\u5f84\u7a7f\u900f\u653b\u51fb，\u62e6\u622a\u8df3\u51fa\u6c99\u7bb1\u7684\u8bbf\u95ee<\/li>\n
  • \u6587\u4ef6\u64cd\u4f5c\u5ba1\u8ba1：\u6bcf\u4e00\u6b21\u8bfb\u5199\u3001\u4fee\u6539\u5168\u90e8\u5199\u5165\u4e8b\u4ef6\u65e5\u5fd7，\u53ef\u56de\u6eaf<\/li>\n
  • \u6267\u884c\u6743\u9650\u7ba1\u63a7：\u6267\u884c\u6587\u4ef6\u64cd\u4f5c\u53d7\u6c99\u7bb1 Shell \u6743\u9650\u7ea6\u675f<\/li>\n

    \u516d\u3001\u5178\u578b\u8fd0\u884c\u6d41\u7a0b\u793a\u4f8b<\/h3>\n
  • Agent \u6267\u884c\u6570\u636e\u5206\u6790，\u751f\u6210\u4e00\u4efd\u8d85\u957f\u62a5\u544a（20000 \u5b57\u7b26）<\/li>\n
  • \u76f4\u63a5\u585e\u8fdb\u4e0a\u4e0b\u6587\u4f1a\u7206 Token，Harness \u6587\u4ef6\u540e\u7aef\u4ecb\u5165<\/li>\n
  • \u8c03\u7528writeFile("file:\/\/\/report.md",\u62a5\u544a\u6587\u672c)\u5199\u5165\u6c99\u7bb1\u78c1\u76d8<\/li>\n
  • \u53ea\u628a\u8def\u5f84\u5b57\u7b26\u4e32file:\/\/\/report.md\u53d1\u7ed9\u5927\u6a21\u578b\u4e0a\u4e0b\u6587<\/li>\n
  • \u540e\u7eed\u6b65\u9aa4 Agent \u9700\u8981\u8bfb\u53d6\u62a5\u544a：readFile("file:\/\/\/report.md")\u52a0\u8f7d\u5185\u5bb9<\/li>\n

    \u4e03\u3001Workspace \u6807\u51c6\u76ee\u5f55\u7ea6\u5b9a（\u6587\u4ef6\u540e\u7aef\u6c99\u7bb1\u76ee\u5f55）<\/h3>\n

    plaintext<\/p>\n

    workspace\/
    \n\u251c\u2500\u2500 AGENTS.md # Agent\u89d2\u8272\u7ea6\u675f
    \n\u251c\u2500\u2500 MEMORY.md # \u957f\u671f\u8bb0\u5fc6\u6587\u4ef6
    \n\u251c\u2500\u2500 output\/ # Agent\u4ea7\u51fa\u62a5\u544a\u3001\u5bfc\u51fa\u6587\u4ef6
    \n\u251c\u2500\u2500 src\/ # AI\u751f\u6210\u4ee3\u7801
    \n\u2514\u2500\u2500 logs\/ # \u4f1a\u8bdd\u8fd0\u884c\u65e5\u5fd7<\/p>\n

    \u8fd9\u5957\u76ee\u5f55\u5c31\u662f\u6c99\u7bb1\u540e\u7aef\u5728\u78c1\u76d8\u6620\u5c04\u51fa\u6765\u7684\u771f\u5b9e\u6587\u4ef6\u5939\u3002<\/p>\n

    \u516b\u3001\u6587\u4ef6\u540e\u7aef\u884d\u751f\u6280\u672f：\u6587\u4ef6\u5316\u72b6\u6001\u7ba1\u7406<\/h3>\n

    \u8fd9\u662f Harness \u67b6\u6784\u6807\u5fd7\u6027\u8bbe\u8ba1：<\/p>\n

    Brain\u2011Hands\u2011Session \u4e09\u5c42\u89e3\u8026 Brain (Harness \u8c03\u5ea6\u5c42) + Hands (\u6c99\u7bb1\u6267\u884c\u5c42\u2011\u6587\u4ef6\u540e\u7aef) + Session (\u4e8b\u4ef6\u65e5\u5fd7) \u6587\u4ef6\u540e\u7aef\u4f5c\u4e3a Harness \u8c03\u5ea6\u5c42\u548c\u6c99\u7bb1\u6267\u884c\u5c42\u4e4b\u95f4\u901a\u4fe1\u6865\u6881，\u6240\u6709\u6267\u884c\u7ed3\u679c\u901a\u8fc7\u6587\u4ef6\u4f20\u9012，\u800c\u975e\u5185\u5b58\u53d8\u91cf，\u4efb\u52a1\u4e2d\u65ad\u540e\u53ef\u4ece\u6587\u4ef6\u6062\u590d\u7ee7\u7eed\u8dd1，\u652f\u6301\u65ad\u70b9\u7eed\u8dd1\u3001\u56de\u6eda\u91cd\u8bd5\u3002<\/p>\n

    \u4e5d\u3001\u7b80\u6613\u4ee3\u7801\u9aa8\u67b6（TS \u7248 CompositeBackend \u53c2\u8003\u5b9e\u73b0）<\/h3>\n

    typescript<\/p>\n

    \u8fd0\u884c<\/p>\n

    \/\/ \u6587\u4ef6\u540e\u7aef\u7edf\u4e00\u63a5\u53e3
    \ninterface IFileBackend{
    \n read(path:string):Promise<string>
    \n write(path:string,content:string):Promise<void>
    \n list(path:string):Promise<string[]>
    \n remove(path:string):Promise<void>
    \n}<\/p>\n

    \/\/ \u7efc\u5408\u8def\u7531\u540e\u7aef
    \nclass CompositeBackend implements IFileBackend{
    \n sandbox:SandboxBackend
    \n memory:MemoryBackend
    \n store:StoreBackend<\/p>\n

    getBackend(path:string):IFileBackend{
    \n if(path.startsWith("memory:\/\/")) return this.memory
    \n if(path.startsWith("store:\/\/")) return this.store
    \n return this.sandbox
    \n }<\/p>\n

    async read(path:string){
    \n const backend=this.getBackend(path)
    \n return backend.read(path)
    \n }
    \n}<\/p>\n","protected":false},"excerpt":{"rendered":"

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