
{"id":13523,"date":"2026-10-18T04:59:11","date_gmt":"2026-10-17T20:59:11","guid":{"rendered":"https:\/\/infernews.com\/blog\/fde-gym\/"},"modified":"2026-10-18T05:16:07","modified_gmt":"2026-10-17T21:16:07","slug":"fde-gym","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/fde-gym\/","title":{"rendered":"fde-gym\uff1a\u8a55\u6e2c\u7531\u5beb\u7a0b\u5f0f\u63a8\u9032\u5230\u4ea4\u4ed8\u6574\u500b\u7cfb\u7d71"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/fde-gym.jpg\" alt=\"FDE Gym, the online judge for the LLM era: you need practice solving real problems\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9762\u5c0d\u5ba2\u6236\u53ea\u4ea4\u4f86\u4e00\u6bb5\u9700\u6c42\u3001\u73fe\u6210\u7cfb\u7d71\u3001\u6587\u4ef6\u548c\u5e7e\u4f4d\u53ef\u8a62\u554f\u7684\u4eba\uff0cAI \u4ee3\u7406\u8981\u8655\u7406\u7684\u4e0d\u53ea\u662f\u5beb\u7a0b\u5f0f\u3002FDE Gym \u5c6c\u65bc\u9762\u5411 coding agent \u7684\u7aef\u5230\u7aef\u7dda\u4e0a\u8a55\u6e2c\u5de5\u5177\uff0c\u5c07\u6bcf\u500b\u6848\u4f8b\u9084\u539f\u6210 Forward Deployed Engineer\uff08FDE\uff09\u4ea4\u4ed8\u5de5\u4f5c\uff0c\u6700\u5f8c\u6309\u7cfb\u7d71\u4e0a\u7dda\u5f8c\u9762\u5c0d\u7684\u4fdd\u7559\u6d41\u91cf\u8a55\u5206\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u523b\u610f\u628a\u9700\u6c42\u6f84\u6e05\u3001\u672a\u5beb\u660e\u7684\u6d41\u7a0b\u898f\u5247\u3001\u4eba\u624b\u4ecb\u5165\u6642\u6a5f\u548c\u4e8b\u6545\u8cac\u4efb\u653e\u5165\u540c\u4e00\u500b\u5de5\u4f5c\u6d41\u7a0b\u3002\u4ee3\u7406\u53ef\u4ee5\u95b1\u8b80\u5ba2\u6236\u4ea4\u63a5\u8cc7\u6599\u3001\u64cd\u4f5c\u7d42\u7aef\u6a5f\u3001\u5411\u76f8\u95dc\u4eba\u54e1\u63d0\u554f\uff0c\u518d\u4ea4\u4ed8\u53ef\u904b\u884c\u7cfb\u7d71\uff1b\u8a55\u5206\u4e0d\u53ea\u770b\u7a0b\u5f0f\u78bc\u662f\u5426\u901a\u904e\u7bc4\u4f8b\uff0c\u800c\u662f\u770b\u6c92\u6709\u9810\u5148\u5c55\u793a\u7684\u60c5\u5883\u80fd\u5426\u8655\u7406\u59a5\u7576\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"c3ceda\" data-has-transparency=\"false\" style=\"--dominant-color: #c3ceda;\" loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"418\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/fde-gym-1.jpg\" alt=\"\" class=\"wp-image-13528 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/fde-gym-1.jpg 800w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/fde-gym-1-300x157.jpg 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/fde-gym-1-767x401.jpg 767w\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 20 \u500b\u6848\u4f8b\u6db5\u84cb\u7aef\u5230\u7aef\u5ba2\u6236\u4ea4\u4ed8\u60c5\u5883<br>\n\u2022 \u8a55\u6e2c\u5c0d\u8c61\u662f coding agent \u53ca\u5176\u4ea4\u4ed8\u7684\u904b\u884c\u4e2d\u7cfb\u7d71<br>\n\u2022 \u4ee5 held-out traffic \u6aa2\u9a57\u672a\u516c\u958b\u60c5\u5883\uff0c\u800c\u975e\u53ea\u6e2c\u56fa\u5b9a\u8f38\u5165\u8f38\u51fa<br>\n\u2022 \u4ee3\u7406\u9700\u8981\u5224\u65b7\u54ea\u4e9b\u5de5\u4f5c\u53ef\u81ea\u52d5\u5316\uff0c\u54ea\u4e9b\u5fc5\u9808\u4ea4\u7531\u4eba\u54e1\u8655\u7406<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u8f03\u7d93\u5178 online judge \u53ea\u63d0\u4f9b\u5b8c\u6574\u984c\u76ee\u3001\u8f38\u5165\u8f38\u51fa\u683c\u5f0f\u548c\u6a23\u4f8b\uff0cFDE Gym \u5c07\u6a21\u7cca\u9700\u6c42\u8207\u73fe\u5834\u6c7a\u7b56\u7d0d\u5165\u8a55\u6e2c\uff0c\u56e0\u6b64\u66f4\u63a5\u8fd1\u4f01\u696d\u63a1\u7528 AI \u4ee3\u7406\u6642\u9047\u5230\u7684\u98a8\u96aa\u3002\u4e0d\u904e\uff0c\u7d50\u679c\u6703\u540c\u6642\u53d7\u4ee3\u7406\u7684\u63d0\u554f\u7b56\u7565\u3001\u5de5\u5177\u80fd\u529b\u548c\u4ea4\u4ed8\u7cfb\u7d71\u8cea\u7d20\u5f71\u97ff\uff0c\u672a\u5fc5\u80fd\u55ae\u7368\u53cd\u6620\u67d0\u500b\u6a21\u578b\u7684\u7a0b\u5f0f\u7de8\u5beb\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u4ee5 TypeScript \u5efa\u6210\uff0c\u63d0\u4f9b\u7db2\u7ad9\u5de5\u4f5c\u53f0\u3001\u6848\u4f8b\u7ba1\u7406\u53ca\u57f7\u884c\u6848\u4f8b\u7684\u6a5f\u5668\uff1b\u81ea\u5efa\u7248\u672c\u53ef\u914d\u5408 managed database \u548c cloud object store\uff0c\u4ea6\u53ef\u65b0\u589e\u6848\u4f8b\u53ca\u904b\u884c\u7bc0\u9ede\u3002\u6848\u4f8b\u8cc7\u6599\u53e6\u6709 Hugging Face \u8cc7\u6e90\uff0c\u6587\u4ef6\u4ea6\u4ea4\u4ee3\u9694\u96e2\u7bc4\u570d\uff0c\u9069\u5408\u7814\u7a76\u5718\u968a\u6bd4\u8f03 coding agent\u3001\u5efa\u7acb\u5167\u90e8\u6e2c\u8a66\u96c6\uff0c\u6216\u8b93\u8ca0\u8cac AI \u7522\u54c1\u4ea4\u4ed8\u7684\u5de5\u7a0b\u5e2b\u6e2c\u8a66\u4ee3\u7406\u80fd\u5426\u8655\u7406\u4e0a\u7dda\u5f8c\u7684\u672a\u77e5\u60c5\u6cc1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/fde-gym.com\/paper\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/deeplethe\/fde-gym\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>FDE Gym \u628a AI \u8a55\u6e2c\u653e\u5165\u771f\u5be6\u4ea4\u4ed8\u5834\u666f\uff0c\u6aa2\u9a57\u4ee3\u7406\u80fd\u5426\u5728\u8cc7\u8a0a\u4e0d\u5b8c\u6574\u4e0b\u4ee4\u7cfb\u7d71\u771f\u6b63\u904b\u4f5c\u3002<\/p>\n","protected":false},"author":8,"featured_media":13522,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,116,76,173,159,38,146,199],"tags":[],"class_list":["post-13523","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-76","category-173","category-vibe-coding","category-38","category-146","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13523","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=13523"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13523\/revisions"}],"predecessor-version":[{"id":13529,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13523\/revisions\/13529"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13522"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}