{"id":747122,"date":"2026-03-16T23:13:44","date_gmt":"2026-03-16T15:13:44","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=747122"},"modified":"2026-03-16T23:13:44","modified_gmt":"2026-03-16T15:13:44","slug":"%e9%be%99%e8%99%be%e6%9c%80%e5%a4%a7%e7%97%9b%e7%82%b9%e8%a2%ab%e5%ae%98%e6%96%b9%e6%8f%92%e4%bb%b6%e5%8d%87%e7%ba%a7%ef%bc%81%e5%af%b9%e8%af%9d%e6%b0%b8%e4%b8%8d%e5%bf%98%e8%ae%b0%ef%bc%8cgpt","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=747122","title":{"rendered":"\u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165 – \u91cf\u5b50\u4f4d"},"content":{"rendered":"

\u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165<\/h1>\n
\"\u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165henry<\/a><\/em><\/span> 2026-03-09<\/span> 13:02:00<\/span> \u6765\u6e90\uff1a\u91cf\u5b50\u4f4d<\/a> <\/span><\/div>\n
\n

\u7406\u8bba\u4e0a\u6c38\u4e0d\u5931\u5fc6<\/p>\n<\/p><\/div>\n

\u62a5\uff01\u9f99\u867e\u66f4\u65b0\u4e86\uff01<\/p>\n

\u521a\u521a\uff0c\u65b0\u7684OpenClaw\u6d4b\u8bd5\u7248\uff082026.3.7\uff09\u5df2\u7ecf\u63a8\u51fa\uff0c\u5e76\u5149\u901f\u4e0a\u7ebfOA\u4e24\u5bb6\u6700\u65b0\u6a21\u578bGPT-5.4<\/strong>\u548cGemini Flash 3.1<\/strong>\u3002<\/p>\n

\"\u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165<\/div>\n

\u4e0e\u6b64\u540c\u65f6\uff0c\u4e00\u5e76\u66f4\u65b0\u7684\u8fd8\u6709\uff1a<\/p>\n

    \n
  • ACP\u7ed1\u5b9a\u5728\u91cd\u542f\u540e\u4f9d\u7136\u53ef\u4fdd\u7559<\/li>\n
  • \u7cbe\u7b80\u7248Docker\u591a\u9636\u6bb5\u6784\u5efa<\/li>\n
  • \u7528\u4e8e\u7f51\u5173\u8ba4\u8bc1\u7684SecretRef<\/li>\n
  • \u53ef\u63d2\u62d4\u7684\u4e0a\u4e0b\u6587\u5f15\u64ce<\/li>\n
  • \u652f\u6301HEIF\u56fe\u50cf\u683c\u5f0f<\/li>\n
  • \u4fee\u590dZalo\u6e20\u9053\u95ee\u9898<\/li>\n<\/ul>\n

    \u5176\u4e2d\uff0c\u53ef\u63d2\u62d4\u7684\u4e0a\u4e0b\u6587\u5f15\u64ce\uff08pluggable context engine\uff09<\/strong>\u53ef\u8c13\u662f\u8fd9\u6b21\u66f4\u65b0\u7684\u91cd\u70b9\uff0c\u4e0d\u5c11\u7f51\u53cb\u7eb7\u7eb7\u8868\u793a\uff1a<\/p>\n

    \"\u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165<\/div>\n

    \u7ec6\u5fc3\u7684\u4f60\u751a\u81f3\u8fd8\u53d1\u73b0\u4e86\uff0c\u5728\u5b98\u65b9\u7684changelog\u4e0a\u76f4\u63a5\u70b9\u540d\u4e86\u4e00\u4e2a\u63d2\u4ef6\u4f8b\u5b50lossless-claw<\/strong>\u3002<\/p>\n

    \"\u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165<\/div>\n

    \u90a3\u4e48\uff0c\u8fd9\u4e2a\u4e0a\u4e0b\u6587\u63d2\u4ef6\u662f\u600e\u4e48\u4e00\u56de\u4e8b\uff1f\u6709\u5565\u7528\uff1f<\/p>\n

    \u4e0a\u4e0b\u6587\u7ba1\u7406\u63d2\u4ef6\u5316<\/h1>\n

    \u603b\u4f53\u6765\u770b\uff0c\u8fd9\u6b21OpenClaw\u66f4\u65b0\u53ef\u4ee5\u5f52\u7eb3\u4e3a\u4e09\u4e2a\u65b9\u9762\uff1a\u4e0a\u4e0b\u6587\u7ba1\u7406\u63d2\u4ef6\u5316<\/strong>\u3001Agent\u8def\u7531\u80fd\u529b\u5347\u7ea7<\/strong>\uff08\u9891\u9053\u3001topic\u3001\u72ec\u7acb session\uff09\u4ee5\u53ca\u90e8\u7f72\u4e0e\u63d2\u4ef6\u5de5\u7a0b\u5316<\/strong>\uff08Docker multi-stage\u3001SecretRef\u3001\u5b89\u5168\u7b56\u7565\uff09\u3002<\/p>\n

    \u5176\u4e2d\uff0c\u6700\u503c\u5f97\u5173\u6ce8\u7684\uff0c\u5c31\u662f\u4e0a\u4e0b\u6587\u7ba1\u7406\u63d2\u4ef6\u5316<\/strong>\u3002<\/p>\n

    \u6839\u636e\u5b98\u65b9\u7684changelog\uff0c\u8fd9\u6b21\u66f4\u65b0\u65b0\u589e\u4e86ContextEngine\u63d2\u4ef6\u63d2\u69fd\u3002<\/p>\n

    \u8be5\u63a5\u53e3\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u751f\u547d\u5468\u671f\u94a9\u5b50\uff0c\u5305\u62ec\uff1abootstrap\u3001ingest\u3001assemble\u3001compact\u3001afterTurn\u3001prepareSubagentSpawn\u3001onSubagentEnded\u3002<\/p>\n

    \u8fd9\u610f\u5473\u7740\u63d2\u4ef6\u53ef\u4ee5\u5728\u4e0a\u4e0b\u6587\u751f\u6210\u3001\u538b\u7f29\u3001\u62fc\u63a5\u4ee5\u53ca\u5b50Agent\u751f\u547d\u5468\u671f\u7ba1\u7406\u7684\u5404\u4e2a\u9636\u6bb5\u4ecb\u5165\uff0c\u4ece\u800c\u5b9e\u73b0\u5b8c\u5168\u4e0d\u540c\u7684\u4e0a\u4e0b\u6587\u7b56\u7565<\/strong>\u3002<\/p>\n

    \u7528PR\u4f5c\u8005Josh Lehman\u7684\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a<\/p>\n

    \"\u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165<\/div>\n

    \u8fc7\u53bb\u5728OpenClaw\u4e2d\uff0c\u4e0a\u4e0b\u6587\u7ba1\u7406\u903b\u8f91\u662f\u5199\u6b7b\u7684<\/strong>\u3002<\/p>\n

    \u4f8b\u5982\u5bf9\u8bdd\u8fc7\u957f\u65f6\u5982\u4f55\u538b\u7f29\u5386\u53f2\u3001\u5982\u4f55\u62fc\u63a5\u4e0a\u4e0b\u6587\u3001\u4f55\u65f6\u4e22\u5f03\u65e7\u4fe1\u606f\uff0c\u8fd9\u4e9b\u90fd\u7531\u7cfb\u7edf\u5185\u90e8\u56fa\u5b9a\u5b9e\u73b0\uff0c\u63d2\u4ef6\u51e0\u4e4e\u65e0\u6cd5\u4ecb\u5165\u3002<\/p>\n

    \u800c\u8fd9\u6b21\u66f4\u65b0\u4e4b\u540e\uff0c\u60c5\u51b5\u53d1\u751f\u4e86\u6539\u53d8\u3002<\/p>\n

    \u7b80\u5355\u6765\u8bf4\uff0c\u4e0a\u4e0b\u6587\u63d2\u4ef6\u5316\u610f\u5473\u7740\uff1a<\/p>\n

      \n
    • \u4e0d\u540c\u63d2\u4ef6\u53ef\u4ee5\u5b9e\u73b0\u4e0d\u540c\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u7b56\u7565<\/strong><\/li>\n
    • \u7cfb\u7edf\u6838\u5fc3\u4e0d\u518d\u5199\u6b7b\u4e0a\u4e0b\u6587\u538b\u7f29\u903b\u8f91<\/strong><\/li>\n
    • \u63d2\u4ef6\u53ef\u4ee5\u63a7\u5236\u4e0a\u4e0b\u6587\u538b\u7f29\u3001\u4e0a\u4e0b\u6587\u7ec4\u88c5\uff0c\u4ee5\u53ca\u5b50Agent\u7684\u751f\u547d\u5468\u671f<\/strong><\/li>\n<\/ul>\n

      \u7ffb\u8bd1\u6210\u6700\u76f4\u89c2\u7684\u4f53\u9a8c\u5c31\u662f\uff1a\u5f53\u4f60\u548c\u201c\u9f99\u867e\u201d\u8fdb\u884c\u957f\u65f6\u95f4\u3001\u591a\u8f6e\u5bf9\u8bdd\u65f6\uff0c\u5b83\u7684\u201c\u8bb0\u6027\u201d\u4f1a\u660e\u663e\u53d8\u597d\u3002<\/strong><\/p>\n

      \u4ee5\u5f80\u9f99\u867e\u5bf9\u8bdd\u5e38\u89c1\u7684\u60c5\u51b5\u662f\uff1a<\/p>\n

        \n
      • \u5bf9\u8bdd\u53d8\u957f\u540e\uff0c\u7cfb\u7edf\u5f00\u59cb\u538b\u7f29\u4e0a\u4e0b\u6587\uff0c\u6bd4\u5982\u4e0d\u6309\u8981\u6c42\u5199\uff0c\u53ea\u5217bullet point<\/li>\n
      • Agent\u9010\u6e10\u5fd8\u8bb0\u4e4b\u524d\u7684\u8ba1\u5212<\/li>\n
      • \u751a\u81f3\u5fd8\u8bb0\u81ea\u5df1\u4fee\u6539\u8fc7\u54ea\u4e9b\u6587\u4ef6<\/li>\n
      • \u4efb\u52a1\u8fd0\u884c\u5230\u540e\u671f\uff0c\u6a21\u578b\u7a81\u7136\u53d8\u5f97\u201c\u53d8\u7b28\u201d<\/li>\n<\/ul>\n

        \u800c\u65b0\u7684\u4e0a\u4e0b\u6587\u63d2\u4ef6\u673a\u5236\uff0c\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n

        \u968f\u7740\u5b9a\u5236\u5316\u4e0a\u4e0b\u6587\u7b56\u7565\u7684\u5f00\u653e\uff0c\u672a\u6765\u9488\u5bf9\u4e0d\u540c\u573a\u666f\u7684\u8bb0\u5fc6\u65b9\u6848\u4e5f\u5c06\u4e0d\u65ad\u51fa\u73b0\uff0c\u8ba9\u201c\u9f99\u867e\u201d\u5728\u6267\u884c\u4e0d\u540c\u4efb\u52a1\u65f6\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\uff0c\u4e5f\u66f4\u52a0\u7ecf\u6d4e\u3002<\/p>\n

        lossless-claw\uff1a\u4e00\u79cd\u201c\u4e0d\u4f1a\u4e22\u5931\u4e0a\u4e0b\u6587\u201d\u7684\u65b9\u6848<\/h1>\n

        \u4e3e\u4f8b\u6765\u8bf4\uff0c\u5b98\u65b9\u91cd\u70b9\u63a8\u8350\u7684\u63d2\u4ef6lossless-claw<\/strong>\uff0c\u5c31\u5c55\u793a\u4e86\u4e00\u79cd\u65b0\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u601d\u8def\u3002<\/p>\n

        \u5728\u4f20\u7edfAgent\u7cfb\u7edf\u4e2d\uff0c\u4e00\u65e6\u5bf9\u8bdd\u8fc7\u957f\uff0c\u7cfb\u7edf\u901a\u5e38\u4f1a\uff1a\u76f4\u63a5\u4e22\u5f03\u65e7\u5185\u5bb9\u3002<\/p>\n

        \u800c\u5728lossless-claw\u4e2d\uff0c\u65e7\u5bf9\u8bdd\u4e0d\u4f1a\u88ab\u5220\u9664\uff0c\u800c\u662f\uff1a<\/p>\n

          \n
        • \u6301\u4e45\u5316\u5230SQLite\u6570\u636e\u5e93\uff0c\u6309\u5bf9\u8bdd\u7ec4\u7ec7<\/li>\n
        • \u5bf9\u65e7\u6d88\u606f\u5757\u751f\u6210\u6458\u8981\uff0c\u4f7f\u7528\u914d\u7f6e\u7684LLM<\/li>\n
        • \u5c06\u6458\u8981\u538b\u7f29\u4e3a\u66f4\u9ad8\u5c42\u7ea7\u8282\u70b9\uff0c\u5f62\u6210DAG\uff08\u6709\u5411\u65e0\u73af\u56fe\uff09<\/li>\n
        • \u6bcf\u8f6e\u5bf9\u8bdd\u65f6\uff0c\u5c06\u6458\u8981 + \u6700\u8fd1\u539f\u59cb\u6d88\u606f\u7ec4\u5408\u6210\u4e0a\u4e0b\u6587<\/li>\n
        • \u63d0\u4f9b\u5de5\u5177\uff08lcm_grep\u3001lcm_describe\u3001lcm_expand\uff09\u8ba9Agent\u53ef\u641c\u7d22\u3001\u56de\u6eaf\u5386\u53f2<\/li>\n<\/ul>\n

          \u4e5f\u5c31\u662f\u8bf4\uff0c\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\uff0c\u539f\u59cb\u6d88\u606f\u4f1a\u88ab\u5b8c\u6574\u4fdd\u7559\uff0c\u7cfb\u7edf\u6839\u636e\u6458\u8981\u4e0e\u539f\u59cb\u6d88\u606f\u4fdd\u6301\u5173\u8054\uff0c\u800cAgent\u968f\u65f6\u53ef\u4ee5\u5c55\u5f00\u6458\u8981\u67e5\u770b\u539f\u6587\u3002<\/p>\n

          \u7406\u8bba\u4e0a\uff0c\u4e0a\u4e0b\u6587\u201c\u6c38\u8fdc\u4e0d\u4f1a\u4e22\u5931\u201d<\/strong>\u3002<\/p>\n

          \uff08By the way\uff0c\u636e\u4f5c\u8005\u900f\u9732\uff0c\u8fd9\u4e00\u601d\u8def\u6765\u81ea\u300aLCM: Lossless Context Management\u300b\uff0c\u611f\u5174\u8da3\u7684\u540c\u5b66\u53ef\u4ee5\u8fdb\u4e00\u6b65\u9605\u8bfb\u3002\uff09<\/p>\n

          \"\u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165<\/div>\n

          \u5728OOLONG benchmark<\/strong>\u7684\u6d4b\u8bd5\u4e2d\uff0c\u4f7f\u7528\u540c\u4e00\u6a21\u578b\u65f6\uff0clossless-claw\u5f97\u520674.8<\/strong>\uff0c\u6253\u8d25Claude Code70.3<\/strong>\u3002<\/p>\n

          \u66f4\u5173\u952e\u7684\u662f\uff0c\u4e0a\u4e0b\u6587\u8d8a\u957f\uff0c\u5dee\u8ddd\u8d8a\u5927<\/strong>\u3002\u5728\u6d4b\u8bd5\u7684\u6240\u6709\u4e0a\u4e0b\u6587\u957f\u5ea6\u4e0b\uff0clossless-claw\u7684\u5f97\u5206\u90fd\u9ad8\u4e8eClaude Code\u3002<\/p>\n

          PR\u4f5c\u8005Josh Lehman\u8868\u793a\uff0c\u4ed6\u5df2\u7ecf\u5728OpenClaw\u4e0a\u5b9e\u9645\u8fd0\u884c\u4e86\u4e00\u5468\uff1a<\/p>\n

          \u5176\u4ed6\u66f4\u65b0<\/h1>\n

          \u9664\u4e0a\u4e0b\u6587\u63d2\u4ef6\u4ee5\u5916\uff0c\u8fd9\u6b21\u9f99\u867e\u7684\u66f4\u65b0\u8fd8\u6709\u4e24\u5927\u91cd\u70b9\uff1a<\/p>\n

          \u9996\u5148\u662f\u5f3a\u5316\u4e86Agent\u7684\u8def\u7531\u7cfb\u7edf<\/strong>\u3002<\/p>\n

          \u9488\u5bf9Discord\u3001Telegram\u3001Slack\u3001Mattermost\u7b49\u5e73\u53f0\uff0cOpenClaw\u5f15\u5165\u4e86\u6301\u4e45\u5316\u7ebf\u7a0b\u7ed1\u5b9a\u673a\u5236\uff0c\u5373\u4f7f\u7cfb\u7edf\u91cd\u542f\uff0cAgent\u4e0e\u9891\u9053\u6216\u8bdd\u9898\u7684\u7ed1\u5b9a\u5173\u7cfb\u4f9d\u7136\u80fd\u591f\u4fdd\u6301\u3002<\/p>\n

          \u540c\u65f6\u8fd8\u652f\u6301\u6309\u4e3b\u9898\u8def\u7531 Agent\uff1a\u4f8b\u5982\u5728Telegram\u4e2d\uff0c\u6bcf\u4e2atopic\u90fd\u53ef\u4ee5\u8fd0\u884c\u4e00\u4e2a\u72ec\u7acb\u7684Agent\uff0c\u56e0\u6b64\u5728\u540c\u4e00\u4e2a\u8bba\u575b\u7fa4\u91cc\uff0c\u4e5f\u53ef\u4ee5\u540c\u65f6\u5b58\u5728\u591a\u4e2a\u5404\u81ea\u6267\u884c\u4e0d\u540c\u4efb\u52a1\u7684Agent\u3002<\/p>\n

          \u5176\u6b21\u662f\u5728\u90e8\u7f72\u4e0e\u5de5\u7a0b\u5316\u5c42\u9762\u7684\u4f18\u5316<\/strong>\u3002<\/p>\n

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          \u53c2\u8003\u94fe\u63a5<\/p>\n

          [1]https:\/\/github.com\/openclaw\/openclaw\/releases\/tag\/v2026.3.7<\/p>\n

          [2]https:\/\/x.com\/steipete\/status\/2030508141419372667<\/p>\n

          [3]https:\/\/x.com\/jlehman_<\/p>\n

          [4]https:\/\/github.com\/Martian-Engineering\/lossless-claw<\/p>\n

          (\u6765\u6e90:\u91cf\u5b50\u4f4d) <\/p>\n

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          \u9f99\u867e\u6700\u5927\u75db\u70b9\u88ab\u5b98\u65b9\u63d2\u4ef6\u5347\u7ea7\uff01\u5bf9\u8bdd\u6c38\u4e0d\u5fd8\u8bb0\uff0cGPT\u548cGemini\u6700\u5f3a\u6a21\u578b\u90fd\u53ef\u63a5\u5165 henry 2026-03-0 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[380],"tags":[],"views":24,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/747122"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=747122"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/747122\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=747122"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=747122"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=747122"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}