{"id":8648,"date":"2026-10-03T21:00:13","date_gmt":"2026-10-03T13:00:13","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/10\/03\/deepseek%e6%89%a9%e6%8b%9b%ef%bc%81%e5%bc%b9%e6%80%a7%e8%ae%a1%e7%ae%97%e5%9b%a2%e9%98%9f%e5%a4%a7%e9%87%8fhc%ef%bc%8c%e5%b0%a4%e5%85%b6%e9%9c%80%e8%a6%81%e8%b5%84%e6%b7%b1%e5%b7%a5%e7%a8%8b%e5%b8%88\/"},"modified":"2026-10-03T21:00:13","modified_gmt":"2026-10-03T13:00:13","slug":"deepseek%e6%89%a9%e6%8b%9b%ef%bc%81%e5%bc%b9%e6%80%a7%e8%ae%a1%e7%ae%97%e5%9b%a2%e9%98%9f%e5%a4%a7%e9%87%8fhc%ef%bc%8c%e5%b0%a4%e5%85%b6%e9%9c%80%e8%a6%81%e8%b5%84%e6%b7%b1%e5%b7%a5%e7%a8%8b%e5%b8%88","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/10\/03\/deepseek%e6%89%a9%e6%8b%9b%ef%bc%81%e5%bc%b9%e6%80%a7%e8%ae%a1%e7%ae%97%e5%9b%a2%e9%98%9f%e5%a4%a7%e9%87%8fhc%ef%bc%8c%e5%b0%a4%e5%85%b6%e9%9c%80%e8%a6%81%e8%b5%84%e6%b7%b1%e5%b7%a5%e7%a8%8b%e5%b8%88\/","title":{"rendered":"DeepSeek\u6269\u62db\uff01\u5f39\u6027\u8ba1\u7b97\u56e2\u961f\u5927\u91cfHC\uff0c\u5c24\u5176\u9700\u8981\u8d44\u6df1\u5de5\u7a0b\u5e08"},"content":{"rendered":"
\"DeepSeek\u6269\u62db\uff01\u5f39\u6027\u8ba1\u7b97\u56e2\u961f\u5927\u91cfHC\uff0c\u5c24\u5176\u9700\u8981\u8d44\u6df1\u5de5\u7a0b\u5e08\"\/<\/div><\/figure>\n
\"DeepSeek\u6269\u62db\uff01\u5f39\u6027\u8ba1\u7b97\u56e2\u961f\u5927\u91cfHC\uff0c\u5c24\u5176\u9700\u8981\u8d44\u6df1\u5de5\u7a0b\u5e08\"\/<\/div><\/figure>\n
\"DeepSeek\u6269\u62db\uff01\u5f39\u6027\u8ba1\u7b97\u56e2\u961f\u5927\u91cfHC\uff0c\u5c24\u5176\u9700\u8981\u8d44\u6df1\u5de5\u7a0b\u5e08\"\/<\/div><\/figure>\n
\"DeepSeek\u6269\u62db\uff01\u5f39\u6027\u8ba1\u7b97\u56e2\u961f\u5927\u91cfHC\uff0c\u5c24\u5176\u9700\u8981\u8d44\u6df1\u5de5\u7a0b\u5e08\"\/<\/div><\/figure>\n

\u95fb\u4e50 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

DeepSeek\u53c8\u5f00\u59cb\u635e\u4eba\u4e86\u3002<\/p>\n

\u5f39\u6027\u8ba1\u7b97\u56e2\u961f\u5927\u91cfHC\u62db\u4eba\uff01\u5c24\u5176\u9700\u8981\u8d44\u6df1\u5de5\u7a0b\u5e08\u3002<\/p>\n

\u4e09\u5468\u524d\u4e0d\u662f\u521a\u62db\u8fc7\u4e00\u8f6e\u5417\uff1f\u548b\u53c8\u7f3a\u4eba\u4e86\u3002<\/p>\n

\u8fd9\u6b21\u6ca1\u53d1\u5c97\u4f4dJD\uff0c\u76f4\u63a5\u7529\u4e86\u4e00\u7bc7DeepSeek\u6280\u672f\u5206\u4eab\uff1a<\/p>\n

\u300aDeepSeek\u5f39\u6027\u8ba1\u7b97\uff08DSec\uff09\uff1a\u9762\u5411\u5927\u89c4\u6a21Agent\u8bad\u7ec3\u7684\u6c99\u76d2\u57fa\u7840\u8bbe\u65bd\u300b<\/p>\n

\u73b0\u5728DeepSeek\u7684\u4e00\u5957DSec\u6269\u5c55\u5206\u7247\uff0c\u5927\u7ea6\u6709160\u53f0\u670d\u52a1\u5668\u30013\u4e07\u4e2aCPU\u6838\u5fc3\u548c250TB\u5185\u5b58\uff0c\u6bcf\u5929\u8981\u670d\u52a1\u7ea6300\u4e07\u4e2a\u6c99\u76d2\u3002<\/p>\n

\u9ad8\u5cf0\u671f\uff0c\u540c\u65f6\u5728\u7ebf\u7684\u6c99\u76d2\u8d85\u8fc738\u4e07\u4e2a\uff0c\u6bcf\u79d2\u8fd8\u80fd\u521b\u5efa5000\u591a\u4e2a\u3002<\/p>\n

DeepSeek\u5df2\u7ecf\u5728\u751f\u4ea7\u73af\u5883\u91cc\u90e8\u7f72\u4e86\u591a\u4e2a\u8fd9\u6837\u7684\u5206\u7247\uff0c\u80fd\u591f\u652f\u6301\u6570\u767e\u4e07\u4e2a\u6c99\u76d2\u540c\u65f6\u8fd0\u884c\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u8981\u628aAgent\u8fd0\u884c\u73af\u5883\u7684\u6570\u91cf\u548c\u79cd\u7c7b\u6269\u5145\u6210\u767e\u4e0a\u5343\u500d\u3002<\/p>\n

\u8fd9\u4e48\u4e00\u770b\uff0c\u786e\u5b9e\u5f97\u62db\u4eba\u2026\u2026<\/p>\n

DSec\u662f\u652f\u6491DeepSeek-V4\u5168\u90e8\u8bad\u7ec3\u3001\u8bc4\u6d4b\u548c\u6570\u636e\u9884\u5904\u7406\u6d41\u7a0b\u7684\u6c99\u76d2\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n

\u4eceDeepSeek-V3.2\u4e00\u8def\u5230V4.1\uff0cAgent\u8bad\u7ec3\u3001\u8bc4\u6d4b\u548c\u6570\u636e\u9884\u5904\u7406\u4ea7\u751f\u7684\u5168\u90e8\u6c99\u76d2\u8d1f\u8f7d\uff0c\u90fd\u5df2\u7ecf\u8fd0\u884c\u5728DSec\u4e0a\u3002<\/p>\n

\u5b83\u9762\u5bf9\u7684\u5de5\u4f5c\u8d1f\u8f7d\u548c\u666e\u901a\u4e91\u8ba1\u7b97\u8fd8\u6709\u70b9\u4e0d\u4e00\u6837\u3002<\/p>\n

Agent\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u9700\u8981\u4e0d\u65ad\u8fdb\u5165\u771f\u5b9e\u73af\u5883\u6267\u884c\u4efb\u52a1\u3002<\/p>\n

\u8bfb\u4ee3\u7801\u3001\u6539\u6587\u4ef6\u3001\u5b89\u88c5\u4f9d\u8d56\u3001\u6267\u884c\u6d4b\u8bd5\u3001\u8fd0\u884c\u670d\u52a1\uff0c\u6bcf\u4e00\u6b65\u90fd\u4f1a\u6539\u53d8\u5f53\u524d\u73af\u5883\uff1b\u4e0b\u4e00\u8f6e\u4ea4\u4e92\u53c8\u8981\u63a5\u7740\u524d\u9762\u7684\u72b6\u6001\u7ee7\u7eed\u3002<\/p>\n

\u56e0\u6b64\u8fd9\u4e9b\u6c99\u76d2\u65e2\u8981\u80fd\u591f\u5feb\u901f\u3001\u5927\u6279\u91cf\u521b\u5efa\uff0c\u53c8\u4e0d\u80fd\u6bcf\u6267\u884c\u4e00\u6b65\u5c31\u9500\u6bc1\u91cd\u6765\u3002<\/p>\n

DeepSeek\u603b\u7ed3\u4e0b\u6765\uff0c\u8fd9\u7c7b\u8d1f\u8f7d\u6709\u51e0\u4e2a\u5f88\u660e\u663e\u7684\u7279\u70b9\uff1a<\/p>\n

DSec\u73b0\u5728\u505a\u7684\u5927\u91cf\u5de5\u4f5c\uff0c\u5c31\u662f\u56f4\u7ed5\u8fd9\u4e9b\u7279\u70b9\uff0c\u628aAgent\u73af\u5883\u7684\u4f9b\u7ed9\u6210\u672c\u5f80\u4e0b\u538b\u3002<\/p>\n

\u9996\u5148\u662f\u73af\u5883\u672c\u8eab\u3002<\/p>\n

DeepSeek\u62ff2026\u5e74\u67d0\u4e00\u5468\u7684\u751f\u4ea7\u6570\u636e\u7edf\u8ba1\u4e86\u4e00\u4e0b\uff0c\u4ec5Container\u540e\u7aef\u5c31\u7528\u5230\u4e8611266\u4e2a\u57fa\u7840\u955c\u50cf\u3001102171\u4e2a\u5de5\u4f5c\u533a\uff0c\u4ee5\u53ca\u6570\u767e\u4e2a\u5de5\u5177\u5305\u3002<\/p>\n

\u5982\u679c\u6309\u7167\u4f20\u7edf\u65b9\u6cd5\uff0c\u6bcf\u79cd\u7ec4\u5408\u90fd\u505a\u6210\u4e00\u4efd\u5b8c\u6574\u955c\u50cf\uff0c\u4ee3\u7801\u4ed3\u5e93\u6216\u8005\u5de5\u5177\u5305\u7a0d\u5fae\u66f4\u65b0\u4e00\u6b21\uff0c\u5c31\u53ef\u80fd\u8ddf\u7740\u91cd\u5efa\u4e00\u5927\u6279\u955c\u50cf\u3002<\/p>\n

\u6240\u4ee5DSec\u76f4\u63a5\u628a\u73af\u5883\u62c6\u6210\u4e86\u4e09\u5c42\u3002<\/p>\n

\u64cd\u4f5c\u7cfb\u7edf\u548c\u57fa\u7840\u8f6f\u4ef6\u653e\u8fdbbase image\uff0c\u4efb\u52a1\u4ee3\u7801\u548c\u4f9d\u8d56\u653e\u8fdbworkspace\uff0cDeepSeek Harness\u8fd9\u7c7b\u5de5\u5177\u5219\u5355\u72ec\u505a\u6210toolkit\u3002<\/p>\n

\u4e09\u90e8\u5206\u5206\u522b\u7ba1\u7406\u7248\u672c\uff0c\u771f\u6b63\u521b\u5efa\u6c99\u76d2\u7684\u65f6\u5019\u518d\u7ec4\u5408\u8d77\u6765\u3002<\/p>\n

\u8fd9\u6837\u5de5\u5177\u66f4\u65b0\uff0c\u53ea\u9700\u8981\u91cd\u5efa\u5de5\u5177\u6240\u5728\u7684\u90a3\u4e00\u5c42\uff0c\u4e0d\u5fc5\u628a\u6574\u4e2a\u73af\u5883\u4ece\u5934\u518d\u505a\u4e00\u6b21\u3002<\/p>\n

\u4f46\u73af\u5883\u62c6\u5f00\u4e4b\u540e\uff0c\u8fd8\u6709\u53e6\u4e00\u4e2a\u95ee\u9898\uff1a<\/p>\n

\u8fd9\u4e48\u591a\u955c\u50cf\uff0c\u8981\u4e0d\u8981\u63d0\u524d\u5168\u90e8\u62c9\u5230\u670d\u52a1\u5668\u4e0a\uff1f<\/p>\n

DeepSeek\u770b\u4e86\u4e00\u904d\u771f\u5b9e\u751f\u4ea7\u6570\u636e\uff0c\u53d1\u73b0\u6839\u672c\u6ca1\u5fc5\u8981\u3002<\/p>\n

Agent\u5b9e\u9645\u8fd0\u884c\u65f6\uff0c\u771f\u6b63\u8bbf\u95ee\u5230\u7684\u6570\u636e\u53ea\u5360\u6574\u4e2a\u955c\u50cf\u76844.2%\u523013.3%\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e00\u4e2a\u51e0\u5341GB\u7684\u73af\u5883\u63d0\u524d\u5b8c\u6574\u4e0b\u8f7d\u4e0b\u6765\uff0c\u5176\u4e2d\u7edd\u5927\u591a\u6570\u5185\u5bb9\u53ef\u80fd\u4ece\u5934\u5230\u5c3e\u90fd\u4e0d\u4f1a\u88abAgent\u78b0\u5230\u3002<\/p>\n

DSec\u4e8e\u662f\u628a\u955c\u50cf\u6570\u636e\u7edf\u4e00\u653e\u5230DeepSeek\u81ea\u5df1\u76843FS\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u91cc\uff0c\u672c\u5730\u4e3b\u8981\u4fdd\u5b58\u955c\u50cf\u5143\u6570\u636e\uff0c\u771f\u6b63\u9700\u8981\u67d0\u5757\u6570\u636e\u65f6\u518d\u6309\u9700\u8bfb\u53d6\u3002<\/p>\n

DeepSeek\u96c6\u4e2d\u521b\u5efa8192\u4e2aContainer\u505a\u8fc7\u4e00\u6b21\u6d4b\u8bd5\u3002<\/p>\n

\u5982\u679c\u5148\u628a\u5b8c\u6574\u955c\u50cf\u62c9\u5230\u672c\u5730\uff0c\u6574\u4e2a\u4efb\u52a1\u9700\u898160\u591a\u5206\u949f\uff1b\u6362\u6210\u6309\u9700\u52a0\u8f7d\u4e4b\u540e\uff0c\u65f6\u95f4\u7f29\u77ed\u5230\u4e86\u5927\u7ea635\u5206\u949f\uff0c\u901f\u5ea6\u63d0\u5347\u7ea61.71\u500d\uff0c\u78c1\u76d8\u5199\u5165\u91cf\u540c\u65f6\u51cf\u5c11\u7ea657%\u3002<\/p>\n

\u53e6\u4e00\u4e2a\u5de5\u4f5c\u533a\u5b9e\u9a8c\u91cc\uff0c\u539f\u672c\u6bcf\u521b\u5efa\u4e00\u4e2a\u6c99\u76d2\uff0c\u90fd\u9700\u8981\u5355\u72ec\u89e3\u538b\u4e00\u4efdtar.gz\u6587\u4ef6\u3002<\/p>\n

\u6539\u6210\u76f4\u63a5\u6302\u8f7dEROFS\u5c42\u4e4b\u540e\uff0c\u6574\u4e2a\u4efb\u52a1\u4ece79\u5206\u949f\u7f29\u77ed\u523045\u5206\u949f\uff0c\u78c1\u76d8\u5199\u5165\u603b\u91cf\u53ea\u5269\u539f\u6765\u7684\u5927\u7ea61\/5.5\u3002<\/p>\n

\u73af\u5883\u4f9b\u7ed9\u89e3\u51b3\u4e4b\u540e\uff0c\u63a5\u4e0b\u6765\u5c31\u662f\u600e\u4e48\u628aCPU\u548c\u5185\u5b58\u5c3d\u53ef\u80fd\u5229\u7528\u8d77\u6765\u3002<\/p>\n

DeepSeek\u7edf\u8ba1\u53d1\u73b0\uff0cAgent\u6c99\u76d2\u5176\u5b9e\u76f8\u5f53\u201c\u7a00\u758f\u201d\u3002<\/p>\n

\u5927\u7ea690%\u7684\u6c99\u76d2\uff0c\u5e73\u5747CPU\u4f7f\u7528\u91cf\u90fd\u4e0d\u5230\u7533\u8bf7\u8d44\u6e90\u76845%\u3002<\/p>\n

\u539f\u56e0\u5728\u4e8eAgent\u5b8c\u6210\u4e00\u6b21\u64cd\u4f5c\u540e\uff0c\u901a\u5e38\u9700\u8981\u7b49\u5f85\u6a21\u578b\u751f\u6210\u4e0b\u4e00\u6b65\u52a8\u4f5c\u3002<\/p>\n

\u7b49\u5f85\u671f\u95f4CPU\u57fa\u672c\u95f2\u7f6e\uff0c\u4f46\u6587\u4ef6\u3001\u8fdb\u7a0b\u7b49\u73af\u5883\u72b6\u6001\u4ecd\u7136\u9700\u8981\u4fdd\u5b58\uff0c\u6240\u4ee5\u5185\u5b58\u53c8\u4e0d\u80fd\u76f4\u63a5\u91ca\u653e\u3002<\/p>\n

\u8fd9\u7ed9DSec\u7559\u4e0b\u4e86\u5f88\u5927\u7684\u8d44\u6e90\u8c03\u5ea6\u7a7a\u95f4\u3002<\/p>\n

DeepSeek\u73b0\u5728\u751f\u4ea7\u73af\u5883\u91cc\u7684\u8d44\u6e90\u8d85\u5356\u7387\u5df2\u7ecf\u8d85\u8fc750\u500d\u3002<\/p>\n

\u4e0d\u8fc7\uff0c\u5355\u7eaf\u5f80\u4e00\u53f0\u673a\u5668\u91cc\u585e\u66f4\u591a\u6c99\u76d2\u8fd8\u4e0d\u591f\u3002<\/p>\n

MicroVM\u4e4b\u95f4\u5927\u91cf\u76f8\u540c\u7684\u53ea\u8bfb\u5185\u5bb9\u5982\u679c\u5404\u5b58\u4e00\u4efd\uff0c\u5185\u5b58\u5f88\u5feb\u5c31\u4f1a\u6210\u4e3a\u74f6\u9888\u3002<\/p>\n

DSec\u901a\u8fc7virtio-pmem\u548cDAX\uff0c\u8ba9\u540c\u4e00\u53f0\u5bbf\u4e3b\u673a\u4e0a\u7684MicroVM\u5171\u4eab\u5bbf\u4e3b\u9875\u7f13\u5b58\u3002\u5355\u72ec\u542f\u7528\u8fd9\u9879\u673a\u5236\uff0c\u5b9e\u9a8c\u4e2d\u7684\u5bbf\u4e3b\u673a\u5cf0\u503c\u5185\u5b58\u5360\u7528\u76f8\u6bd4\u57fa\u7ebf\u4e0b\u964d\u4e8640.2%\u3002<\/p>\n

\u53e6\u4e00\u8fb9\uff0c\u501f\u52a9DAMON\u548cballoon\u7a7a\u95f2\u9875\u62a5\u544a\u56de\u6536\u6682\u65f6\u4e0d\u7528\u7684\u5185\u5b58\uff0c\u6309\u65f6\u95f4\u7d2f\u8ba1\u7684\u5185\u5b58\u6d88\u8017\u8fd8\u80fd\u518d\u964d\u4f4e21.2%\u3002<\/p>\n

CPU\u4e5f\u4e0d\u80fd\u7b80\u5355\u4e00\u89c6\u540c\u4ec1\u3002<\/p>\n

\u6709\u4e9bAgent\u4efb\u52a1\u5bf9\u54cd\u5e94\u65f6\u95f4\u6bd4\u8f83\u654f\u611f\uff0c\u6709\u4e9b\u5219\u665a\u4e00\u70b9\u5b8c\u6210\u4e5f\u6ca1\u5173\u7cfb\u3002<\/p>\n

DSec\u4f1a\u4f18\u5148\u4fdd\u8bc1\u524d\u4e00\u7c7b\u4efb\u52a1\uff0c\u518d\u8ba9\u65f6\u5ef6\u8981\u6c42\u8f83\u4f4e\u7684\u4efb\u52a1\u5229\u7528\u5269\u4f59CPU\u3002<\/p>\n

DeepSeek\u7684\u5b9e\u9a8c\u91cc\uff0c\u5f53\u540c\u4e00\u53f0\u673a\u5668\u4e0a\u7684\u5176\u4ed6\u4efb\u52a1\u5df2\u7ecf\u5360\u6389\u8282\u70b950%\u7684CPU\u5bb9\u91cf\u65f6\uff0c\u7ecf\u8fc7\u8c03\u5ea6\u4f18\u5316\uff0c\u65f6\u5ef6\u654f\u611f\u4efb\u52a1\u53d7\u5230\u7684\u5ef6\u8fdf\u5f71\u54cd\u4ece45.2%\u964d\u5230\u4e8617.3%\u3002<\/p>\n

\u955c\u50cf\u6309\u9700\u52a0\u8f7d\u3001\u5185\u5b58\u5171\u4eab\u3001CPU\u8c03\u5ea6\u2026\u2026DSec\u524d\u9762\u8fd9\u4e9b\u4f18\u5316\uff0c\u76ee\u7684\u5176\u5b9e\u90fd\u5f88\u4e00\u81f4\uff1a<\/p>\n

\u5c3d\u53ef\u80fd\u538b\u4f4e\u6bcf\u4e2aAgent\u73af\u5883\u5360\u7528\u7684\u8d44\u6e90\uff0c\u628a\u540c\u4e00\u6279\u673a\u5668\u6491\u51fa\u66f4\u5927\u7684\u5e76\u53d1\u89c4\u6a21\u3002<\/p>\n

\u4f46\u8d44\u6e90\u7701\u4e0b\u6765\u4e4b\u540e\uff0cDeepSeek\u63a5\u4e0b\u6765\u8fd8\u51c6\u5907\u628aAgent\u80fd\u8bad\u7ec3\u7684\u73af\u5883\u4e5f\u4e00\u8d77\u94fa\u5f00\u3002<\/p>\n

\u4e0d\u540cAgent\u4efb\u52a1\u5bf9\u8fd0\u884c\u73af\u5883\u7684\u8981\u6c42\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n

DSec\u73b0\u5728\u5df2\u7ecf\u7edf\u4e00\u652f\u6301\u56db\u79cd\u6267\u884c\u540e\u7aef\uff1aFnCall\u3001Container\u3001MicroVM\u548cFull VM\u3002<\/p>\n

\u968f\u7740Agent\u80fd\u529b\u7ee7\u7eed\u5f80\u5916\u6269\uff0c\u73af\u5883\u4e5f\u4f1a\u8d8a\u6765\u8d8a\u590d\u6742\u3002<\/p>\n

\u4e00\u4e2aCoding Agent\u53ef\u80fd\u53ea\u9700\u8981\u4ee3\u7801\u4ed3\u5e93\u3001Shell\u548c\u6d4b\u8bd5\u5de5\u5177\uff0c\u4f46\u5982\u679c\u4ee5\u540e\u8981\u8ba9Agent\u64cd\u4f5c\u66f4\u591a\u771f\u5b9e\u8f6f\u4ef6\u3001\u7cfb\u7edf\u548c\u670d\u52a1\uff0c\u8bad\u7ec3\u9636\u6bb5\u5c31\u5f97\u5148\u628a\u8fd9\u4e9b\u73af\u5883\u6784\u5efa\u51fa\u6765\u3002<\/p>\n

\u800cDeepSeek\u73b0\u5728\u7684\u505a\u6cd5\u5df2\u7ecf\u6709\u70b9Agent\u5957Agent\u4e86\uff1a<\/p>\n

\u76f4\u63a5\u7528Agent\u6784\u5efa\u8fd0\u884cAgent\u7684\u73af\u5883\u3002<\/p>\n

\u4f20\u7edf\u65b9\u5f0f\u4e0b\uff0c\u53ef\u80fd\u9700\u8981\u4e00\u5957\u5e73\u53f0\u8d1f\u8d23Agent\u8bad\u7ec3\uff0c\u518d\u5355\u72ec\u642d\u4e00\u5957\u5e73\u53f0\u751f\u4ea7Agent\u6240\u9700\u7684\u73af\u5883\u3002<\/p>\n

DeepSeek\u53d1\u73b0\uff0c\u8d1f\u8d23\u6784\u5efa\u73af\u5883\u7684Agent\u672c\u8eab\u5c31\u5df2\u7ecf\u8fd0\u884c\u5728\u73af\u5883\u91cc\u9762\u3002<\/p>\n

\u4e8e\u662f\u5e72\u8106\u628a\u4e24\u4ef6\u4e8b\u90fd\u585e\u56deDSec\u3002<\/p>\n

DSec\u4e3a\u6b64\u505a\u4e86\u4e00\u4e2a\u53ebpack_diff\u7684\u673a\u5236\u3002<\/p>\n

Agent\u5728\u6c99\u76d2\u91cc\u628a\u73af\u5883\u914d\u7f6e\u597d\u4e4b\u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u751f\u6210\u589e\u91cf\u5feb\u7167\uff0c\u628a\u5f53\u524d\u72b6\u6001\u4fdd\u5b58\u4e0b\u6765\u3002\u4ee5\u540e\u9700\u8981\u540c\u6837\u7684\u73af\u5883\uff0c\u5c31\u53ef\u4ee5\u4ece\u8fd9\u4e2a\u5feb\u7167\u91cd\u65b0\u6062\u590d\u3002<\/p>\n

\u751a\u81f3Agent\u6bcf\u6267\u884c\u4e00\u6b65\uff0c\u90fd\u53ef\u4ee5\u628a\u5f53\u524d\u72b6\u6001\u4fdd\u5b58\u6210\u4e00\u4e2a\u65b0\u7684\u53ef\u590d\u7528\u73af\u5883\u3002<\/p>\n

\u8fd9\u8fd8\u5e26\u6765\u4e86\u4e00\u4e2a\u633a\u91cd\u8981\u7684\u80fd\u529b\uff0c\u8f68\u8ff9\u5206\u53c9\u3002<\/p>\n

\u6bd4\u5982Agent\u6267\u884c\u5230\u7b2ck\u6b65\uff0c\u63a5\u4e0b\u6765\u6709\u4e09\u79cd\u4e0d\u540c\u65b9\u6848\u53ef\u4ee5\u5c1d\u8bd5\u3002<\/p>\n

\u7cfb\u7edf\u53ef\u4ee5\u5148\u5728\u7b2ck\u6b65\u4fdd\u5b58\u4e00\u6b21\u5feb\u7167\uff0c\u7136\u540e\u4ece\u5b8c\u5168\u76f8\u540c\u7684\u72b6\u6001\u6062\u590d\u51fa\u591a\u4e2a\u6c99\u76d2\uff0c\u8ba9\u4e0d\u540c\u5206\u652f\u5206\u522b\u7ee7\u7eed\u63a2\u7d22\u3002<\/p>\n

\u524d\u9762\u7684\u73af\u5883\u548c\u6570\u636e\u53ef\u4ee5\u5171\u4eab\uff0c\u53ea\u6709\u540e\u7eed\u53d1\u751f\u7684\u53d8\u5316\u9700\u8981\u5355\u72ec\u8bb0\u5f55\uff0c\u4e0d\u9700\u8981\u628a\u524dk\u6b65\u91cd\u65b0\u6267\u884c\u4e00\u904d\u3002<\/p>\n

\u5bf9\u4e8e\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u6765\u8bf4\uff0c\u8fd9\u76f8\u5f53\u4e8e\u628a\u540c\u4e00\u6761Agent\u8f68\u8ff9\u4e0a\u7684\u73af\u5883\u72b6\u6001\u4e5f\u53d8\u6210\u4e86\u53ef\u4ee5\u590d\u7528\u7684\u6570\u636e\u3002<\/p>\n

\u4e0e\u6b64\u540c\u65f6\uff0cDSec\u8fd8\u5728\u628aAgent\u6267\u884c\u548cGPU\u8bad\u7ec3\u8fdb\u4e00\u6b65\u62c6\u5f00\u3002<\/p>\n

\u4ee5\u524dAgent\u6267\u884c\u5faa\u73af\u548cGPU\u8bad\u7ec3\u4efb\u52a1\u653e\u5728\u540c\u4e00\u4e2aPod\u91cc\u3002<\/p>\n

\u4e00\u65e6GPU\u8bad\u7ec3\u4efb\u52a1\u88ab\u62a2\u5360\uff0cAgent\u6267\u884c\u5faa\u73af\u4e5f\u4f1a\u8ddf\u7740\u4e2d\u65ad\u3002<\/p>\n

\u6062\u590d\u4e4b\u540e\uff0c\u8fd8\u5f97\u91cd\u65b0\u64ad\u653e\u4e4b\u524d\u7684\u547d\u4ee4\u8bb0\u5f55\uff0c\u628a\u8bad\u7ec3\u8fdb\u5ea6\u548c\u6c99\u76d2\u91cc\u7684\u771f\u5b9e\u72b6\u6001\u91cd\u65b0\u5bf9\u9f50\u3002<\/p>\n

\u4eceDeepSeek-V4.1\u5f00\u59cb\uff0c\u8fd9\u90e8\u5206\u6267\u884c\u903b\u8f91\u88ab\u8fc1\u8fdb\u4e86DSec\u3002<\/p>\n

Agent\u6c99\u76d2\u548c\u8d1f\u8d23\u63a8\u8fdb\u4ea4\u4e92\u7684worker container\u90fd\u8fd0\u884c\u5728\u53ef\u62a2\u5360GPU\u8d44\u6e90\u6c60\u4e4b\u5916\u3002<\/p>\n

\u8fd9\u6837\u5373\u4f7fGPU\u4efb\u52a1\u4e2d\u65ad\uff0cAgent\u6267\u884c\u5230\u54ea\u4e00\u6b65\u3001\u73af\u5883\u53d8\u6210\u4e86\u4ec0\u4e48\u6837\uff0c\u90fd\u8fd8\u80fd\u7ee7\u7eed\u4fdd\u5b58\u3002<\/p>\n

\u800c\u73af\u5883\u72b6\u6001\u80fd\u591f\u88ab\u72ec\u7acb\u4fdd\u5b58\u4e4b\u540e\uff0cAgent\u6267\u884c\u5c31\u4e0d\u5fc5\u518d\u548cGPU\u8bad\u7ec3\u7ed1\u6b7b\u3002<\/p>\n

GPU\u91cd\u65b0\u56de\u6765\u4e4b\u540e\uff0c\u8bad\u7ec3\u53ef\u4ee5\u76f4\u63a5\u4ece\u4e2d\u65ad\u7684\u4f4d\u7f6e\u7ee7\u7eed\u3002<\/p>\n

\u4e0d\u8fc7\uff0c\u5f53Agent\u771f\u7684\u53ef\u4ee5\u5728\u73af\u5883\u91cc\u81ea\u7531\u64cd\u4f5c\u4ee5\u540e\uff0c\u53e6\u4e00\u4e2a\u95ee\u9898\u4e5f\u6765\u4e86\uff1a<\/p>\n

\u6a21\u578b\u5f00\u59cb\u81ea\u5df1\u627e\u73af\u5883\u6f0f\u6d1e\u4e86\u3002<\/p>\n

DeepSeek\u8bf4\uff0c\u4ed6\u4eec\u5df2\u7ecf\u5728\u771f\u5b9e\u751f\u4ea7\u73af\u5883\u91cc\u89c2\u5bdf\u5230Agent\u5c1d\u8bd5\u5404\u79cd\u975e\u5e38\u5177\u4f53\u7684\u64cd\u4f5c\uff1a<\/p>\n

\u8bfb\u53d6\u73af\u5883\u91cc\u6b8b\u7559\u7684\u7b54\u6848\u3001\u4f2a\u9020RPC\u8bf7\u6c42\uff0c\u751a\u81f3\u76f4\u63a5\u8986\u76d6\/bin\/bash\u6765\u6ce8\u5165\u547d\u4ee4\u3002<\/p>\n

\u751a\u81f3\u8fd8\u6709Agent\u5c1d\u8bd5\u8c03\u7528XFS_IOC_SWAPEXT\u7ed5\u8fc7\u8bbf\u95ee\u63a7\u5236\u3002<\/p>\n

\u80cc\u540e\u7684\u903b\u8f91\u5f88\u7b80\u5355\uff0c\u5f3a\u5316\u5b66\u4e60\u7ed9\u6a21\u578b\u7684\u662f\u5956\u52b1\uff0c\u53ea\u8981\u73af\u5883\u91cc\u5b58\u5728\u4e00\u6761\u6bd4\u6b63\u5e38\u5b8c\u6210\u4efb\u52a1\u66f4\u5bb9\u6613\u62ff\u5230\u5956\u52b1\u7684\u8def\u5f84\uff0c\u80fd\u529b\u8db3\u591f\u5f3a\u7684Agent\u5c31\u53ef\u80fd\u628a\u5b83\u627e\u51fa\u6765\u3002<\/p>\n

\u4f46\u8fd9\u4f1a\u76f4\u63a5\u6c61\u67d3\u8bad\u7ec3\u548c\u8bc4\u6d4b\u7ed3\u679c\u3002<\/p>\n

\u6240\u4ee5DSec\u73b0\u5728\u53c8\u5f97\u8d1f\u8d23\u7ed9Agent\u5212\u5b89\u5168\u8fb9\u754c\u3002<\/p>\n

\u6587\u4ef6\u548cSocket\u8bbf\u95ee\u901a\u8fc7AppArmor\u9650\u5236\uff0c\u5373\u4f7fAgent\u62ff\u5230\u4e86\u7ba1\u7406\u5458\u6743\u9650\uff0c\u76f8\u5e94\u89c4\u5219\u4f9d\u7136\u6709\u6548\uff1b\u7f51\u7edc\u4fa7\u5219\u5229\u7528eBPF\u7ed9\u6bcf\u4e2a\u6c99\u76d2\u8bbe\u7f6e\u767d\u540d\u5355\uff0c\u9650\u5b9a\u5b83\u80fd\u591f\u8fde\u63a5\u7684\u5730\u5740\u3001\u7aef\u53e3\u548c\u534f\u8bae\u3002<\/p>\n

\u4f46DeepSeek\u4e5f\u660e\u786e\u627f\u8ba4\uff0c\u8fd9\u4e9b\u529e\u6cd5\u8fd8\u89e3\u51b3\u4e0d\u4e86\u6240\u6709\u95ee\u9898\u3002<\/p>\n

\u6bd4\u5982Agent\u5982\u679c\u8fdb\u4e00\u6b65\u627e\u5230\u5185\u6838\u6f0f\u6d1e\uff0c\u76ee\u524d\u4f9d\u7136\u7f3a\u5c11\u4e00\u5957\u901a\u7528\u7684\u9632\u5fa1\u673a\u5236\u3002<\/p>\n

\u4ed6\u4eec\u5bf9\u6b64\u7684\u5224\u65ad\u662f\uff1a<\/p>\n

\u968f\u7740\u6a21\u578b\u80fd\u529b\u7ee7\u7eed\u63d0\u9ad8\uff0c\u548cAgent\u4e4b\u95f4\u7684\u653b\u9632\u8fd8\u4f1a\u4e00\u76f4\u6301\u7eed\u4e0b\u53bb\u3002<\/p>\n

\u6d3b\u513f\u6709\u4ebf\u70b9\u591a\uff0c\u6240\u4ee5DeepSeek\u9700\u8981\u66f4\u591a\u5f00\u53d1\u4f19\u4f34\uff0c\u56e2\u961f\u9700\u8981\u7ee7\u7eedScaling\u3002<\/p>\n

\u6211\u95ee\u4f60\uff0c\u62db\u5230\u4eba\u4e4b\u540e\u662f\u4e0d\u662f\u80fd\u628aV4.1 Pro\u4e5f\u62ac\u4e0a\u6765\u4e86\u2026\u2026<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a[1]https:\/\/x.com\/tianyi\/status\/2104881693706653733[2]https:\/\/zhuanlan.zhihu.com\/p\/2088265189233779592<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

\u95fb\u4e50 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

DeepSeek\u53c8\u5f00\u59cb\u635e\u4eba\u4e86\u3002<\/p>\n

\u5f39\u6027\u8ba1\u7b97\u56e2\u961f\u5927\u91cfHC\u62db\u4eba\uff01\u5c24\u5176\u9700\u8981\u8d44\u6df1\u5de5\u7a0b\u5e08\u3002<\/p>\n

\u4e09\u5468\u524d\u4e0d\u662f\u521a\u62db\u8fc7\u4e00\u8f6e\u5417\uff1f\u548b\u53c8\u7f3a\u4eba\u4e86\u3002<\/p>\n

\u8fd9\u6b21\u6ca1\u53d1\u5c97\u4f4dJD\uff0c\u76f4\u63a5\u7529\u4e86\u4e00\u7bc7DeepSeek\u6280\u672f\u5206\u4eab\uff1a<\/p>\n

\u300aDeepSeek\u5f39\u6027\u8ba1\u7b97\uff08DSec\uff09\uff1a\u9762\u5411\u5927\u89c4\u6a21Agent\u8bad\u7ec3\u7684\u6c99\u76d2\u57fa\u7840\u8bbe\u65bd\u300b<\/p>\n

\u73b0\u5728DeepSeek\u7684\u4e00\u5957DSec\u6269\u5c55\u5206\u7247\uff0c\u5927\u7ea6\u6709160\u53f0\u670d\u52a1\u5668\u30013\u4e07\u4e2aCPU\u6838\u5fc3\u548c250TB\u5185\u5b58\uff0c\u6bcf\u5929\u8981\u670d\u52a1<\/p>\n","protected":false},"author":1,"featured_media":8644,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[246],"class_list":["post-8648","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx","tag-deepseek"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/8648","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=8648"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/8648\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/8644"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=8648"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=8648"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=8648"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}