{"id":616,"date":"2026-07-13T23:33:07","date_gmt":"2026-07-13T15:33:07","guid":{"rendered":"https:\/\/cococat.top\/?p=616"},"modified":"2026-07-20T19:52:55","modified_gmt":"2026-07-20T11:52:55","slug":"ai-%e6%9d%82%e5%bf%b5","status":"publish","type":"post","link":"https:\/\/cococat.top\/index.php\/2026\/07\/13\/ai-%e6%9d%82%e5%bf%b5\/","title":{"rendered":"AI \u6742\u5ff5"},"content":{"rendered":"

1. \u5fc5\u8981\u7684\u65f6\u5019 \u8003\u8651 workflow<\/h1>\n

hardcode \u662f\u7f8e\u4e3d\u7684\u3002<\/p>\n

\u5de5\u4e1a\u7ea7\u3001\u9ad8\u786e\u5b9a\u6027\u8981\u6c42\u7684\u4efb\u52a1\uff0cskill \u53ef\u80fd\u4e0d\u591f\u7a33\u5065\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u57fa\u6a21\u80fd\u529b\u8f83\u5dee\u7684\u60c5\u51b5\u3002<\/p>\n

2. Agent Runtime\/\u5e73\u53f0\u7684\u6838\u5fc3\u80fd\u529b<\/h1>\n
    \n
  1. \u5168\u94fe\u8def\u7684\u8eab\u4efd trace: \u8c01\u6307\u6d3e\u4efb\u52a1\uff0c\u6307\u6d3e\u4e86\u54ea\u4e2a Agent\uff0c\u6388\u6743\u8303\u56f4<\/li>\n
  2. \u6c99\u7bb1: \u5feb\u901f\u521b\u5efa\u4e0e\u9500\u6bc1\uff0c\u6bcf\u4e2a\u4efb\u52a1\u90fd\u4eab\u6709\u72ec\u7acb\u7a7a\u95f4<\/li>\n
  3. egress \u7f51\u5173: \u6c99\u7bb1\u5185\u7684 agent \u4e0d\u7ba1\u7406\u4e0d\u63a5\u89e6\u4e0d\u5904\u7406\u4efb\u4f55\u79d8\u94a5\u3001AK\uff0c\u5168\u90e8\u65e0\u52a0\u5bc6\u53d1\u7ed9\u7f51\u5173\uff0c\u7f51\u5173\u540c\u4e00\u5904\u7406\u9274\u6743\u4e0e\u5ba1\u8ba1\u3002\u4f8b\u5982 cloudflare agent sandbox<\/li>\n<\/ol>\n

    3. loop engineering<\/h1>\n

    \u672c\u8d28\u662f\uff1a\u7528\u4e00\u4e2a\u7cfb\u7edf\u66ff\u4ee3\u539f\u6765\u8d1f\u8d23\u9010\u8f6e\u63d0\u793a agent \u7684\u4eba\u3002<\/p>\n\n\n\n\n\n\n\n\n
    \u5c42\u6b21<\/th>\n\u5173\u6ce8\u7684\u95ee\u9898<\/th>\n\u4f8b\u5b50<\/th>\n<\/tr>\n<\/thead>\n
    Prompt Engineering<\/td>\n\u8fd9\u4e00\u53e5\u8bdd\u5e94\u8be5\u600e\u4e48\u95ee\uff1f<\/td>\n\u5148\u5206\u6790\u539f\u56e0\uff0c\u518d\u4fee\u6539\u4ee3\u7801<\/td>\n<\/tr>\n
    Context Engineering<\/td>\nAI \u5e94\u8be5\u770b\u5230\u4ec0\u4e48\uff1f<\/td>\n\u89c4\u8303\u3001\u76f8\u5173\u4ee3\u7801\u3001\u65e5\u5fd7\u3001\u5386\u53f2\u51b3\u7b56<\/td>\n<\/tr>\n
    Harness Engineering<\/td>\nAI \u80fd\u4f7f\u7528\u4ec0\u4e48\u73af\u5883\uff1f<\/td>\n\u6587\u4ef6\u3001\u7ec8\u7aef\u3001\u6d4f\u89c8\u5668\u3001\u6743\u9650\u3001\u6c99\u7bb1<\/td>\n<\/tr>\n
    Loop Engineering<\/td>\n\u8c01\u89e6\u53d1\u4e0b\u4e00\u8f6e\uff0c\u5982\u4f55\u9a8c\u8bc1\uff0c\u4f55\u65f6\u7ed3\u675f\uff1f<\/td>\n\u81ea\u6d4b\u5931\u8d25\u540e\u81ea\u52a8\u91cd\u8bd5\uff0c\u6210\u529f\u6216\u91cd\u8bd5\u4e09\u6b21\u4f9d\u7136\u65e0\u6cd5\u89e3\u51b3\u540e\u9000\u51fa<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u5b83\u4eec\u4e0d\u662f\u76f8\u4e92\u66ff\u4ee3\uff0c\u800c\u662f\u4e00\u5c42\u5305\u4e00\u5c42\uff1a<\/p>\n

    Loop\n   \u2514\u2500\u2500 Harness\n              \u2514\u2500\u2500 Context\n                          \u2514\u2500\u2500 Prompt<\/code><\/pre>\n
    \u548c Agent Loop \u7684\u533a\u522b\uff1a<\/p>\n
      \n
    • Agent Loop \u89e3\u51b3 Agent \u5185\u90e8\u7684\u95ee\u9898\uff1a\u4e0b\u4e00\u6b65\u5e72\u4ec0\u4e48<\/li>\n
    • Loop Engineering \u89e3\u51b3\u5b8f\u89c2\u7684\u4efb\u52a1\u5c42\u9762\u95ee\u9898\uff0c\u4efb\u52a1\u7684\u89e6\u53d1\u3001\u63a8\u8fdb\u3001\u9a8c\u6536\u3001\u5931\u8d25\u4fee\u590d\u3001\u5224\u65ad\u5b8c\u6210\u3002<\/li>\n<\/ul>\n
      \u8981\u89e3\u51b3\u7684\u95ee\u9898\uff1a<\/p>\n
        \n
      1. \u4ec0\u4e48\u65f6\u5019\u542f\u52a8\uff1a\uff08\u8fd9\u4e2a\u5176\u5b9e\u5f88\u6c34\uff09\u53ef\u4ee5\u662f\u5b9a\u65f6\u4efb\u52a1\u3001\u6536\u5230 issue\/PR<\/li>\n
      2. \u4ec0\u4e48\u662f\u76ee\u6807<\/li>\n
      3. \u3010\u91cd\u70b9\u3011\u53cd\u9988\uff1a\u5982\u4f55\u9a8c\u8bc1<\/li>\n
      4. \u5931\u8d25\u4ee5\u540e\u5982\u4f55\u6539\u53d8\u7b56\u7565<\/li>\n
      5. \u5982\u4f55\u505c\u6b62\uff08\u6210\u529f or \u91cd\u8bd5\u4e00\u5b9a\u6b21\u6570\uff09<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"
        1. \u5fc5\u8981\u7684\u65f6\u5019 \u8003\u8651 workflow hardcode \u662f\u7f8e\u4e3d\u7684\u3002 \u5de5\u4e1a\u7ea7\u3001\u9ad8\u786e\u5b9a\u6027\u8981\u6c42\u7684\u4efb\u52a1\uff0cskill […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[43],"tags":[44],"class_list":["post-616","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai"],"_links":{"self":[{"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/posts\/616","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/comments?post=616"}],"version-history":[{"count":5,"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/posts\/616\/revisions"}],"predecessor-version":[{"id":626,"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/posts\/616\/revisions\/626"}],"wp:attachment":[{"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/media?parent=616"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/categories?post=616"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cococat.top\/index.php\/wp-json\/wp\/v2\/tags?post=616"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}