{"id":13594,"date":"2026-10-19T01:41:23","date_gmt":"2026-10-18T22:41:23","guid":{"rendered":"https:\/\/heshamsaad.com\/?p=13594"},"modified":"2026-10-22T20:14:58","modified_gmt":"2026-10-22T17:14:58","slug":"deepseek-v4-1-flash-harness","status":"publish","type":"post","link":"https:\/\/heshamsaad.com\/ar\/deepseek-v4-1-flash-harness\/","title":{"rendered":"\u062f\u064a\u0628 \u0633\u064a\u0643 V4.1 \u0641\u0644\u0627\u0634 \u0648Harness 0.2.1: \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u062d\u062f\u0648\u062f \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u062f\u064a\u0628 \u0633\u064a\u0643 V4.1 \u0641\u0644\u0627\u0634 1017 (DeepSeek V4.1 Flash 1017) \u0647\u0648 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u062c\u062f\u064a\u062f \u0645\u0646 \u0623\u0635\u063a\u0631 \u0646\u0645\u0627\u0630\u062c DeepSeek \u0648\u0623\u0631\u062e\u0635\u0647\u0627\u060c \u0648\u0645\u0646 \u064a\u0648\u0645 17 \u0623\u0643\u062a\u0648\u0628\u0631 2026 \u0623\u0635\u0628\u062d \u0647\u0648 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u064a\u0631\u062f \u0639\u0644\u064a\u0643 \u0641\u064a \u0645\u0648\u0642\u0639 DeepSeek \u0648\u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0648\u0648\u0627\u062c\u0647\u062a\u0647\u0627 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 (API). \u0627\u0644\u062c\u0645\u064a\u0644 \u0623\u0646\u0643 \u0644\u0646 \u062a\u063a\u064a\u0631 \u0634\u064a\u0626\u0627 \u0641\u064a \u0627\u0644\u0643\u0648\u062f: \u0627\u0633\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u0640 API \u0645\u0627 \u0632\u0627\u0644 <code>deepseek-flash<\/code>\u060c \u0648\u0627\u0644\u0634\u0631\u0643\u0629 \u062a\u0624\u0643\u062f \u0623\u0646 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0648\u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0643\u0645\u0627 \u0647\u064a. \u0627\u0644\u0630\u064a \u062a\u063a\u064a\u0631 \u0647\u0648 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0641\u0633\u0647 \u062e\u0644\u0641 \u0647\u0630\u0627 \u0627\u0644\u0627\u0633\u0645. \u062f\u0631\u0628\u062a\u0647 DeepSeek \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0645\u0634\u0631\u0648\u0639 \u0628\u0631\u0645\u062c\u064a \u0643\u0627\u0645\u0644 \u0645\u0646 \u0637\u0644\u0628 \u0642\u0635\u064a\u0631\u060c \u0648\u0627\u0631\u062a\u0641\u0639\u062a \u0646\u062a\u0627\u0626\u062c\u0647 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0627\u0644\u0631\u0624\u064a\u0629 \u062d\u0633\u0628 \u0623\u0631\u0642\u0627\u0645\u0647\u0627. \u0648\u0641\u064a \u0627\u0644\u064a\u0648\u0645 \u0646\u0641\u0633\u0647 \u0637\u0631\u062d\u062a \u0627\u0644\u0634\u0631\u0643\u0629 \u0646\u0633\u062e\u0627 \u0645\u0631\u0634\u062d\u0629 \u0645\u0646 DeepSeek Harness 0.2.1\u060c \u0648\u0647\u0648 \u0648\u0643\u064a\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0630\u064a \u0636\u0628\u0637\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062c\u062f\u064a\u062f \u0639\u0644\u064a\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0646\u0634\u0631\u062d \u0645\u0627 \u0627\u0644\u0630\u064a \u062a\u063a\u064a\u0631 \u0641\u0639\u0644\u0627\u060c \u0648\u0645\u0627 \u0647\u0648 DeepSeek Harness \u0648\u0645\u0627 \u0627\u0644\u062c\u062f\u064a\u062f \u0641\u064a 0.2.1\u060c \u0648\u0643\u0645 \u064a\u0643\u0644\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0623\u064a\u0646 \u062d\u062f\u0648\u062f\u0647\u060c \u0648\u0643\u064a\u0641 \u064a\u0642\u0641 \u0623\u0645\u0627\u0645 \u0646\u0645\u0627\u0630\u062c Claude \u0648GPT \u0648Gemini \u0641\u064a \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0633\u0639\u0631\u064a\u0629 \u0646\u0641\u0633\u0647\u0627\u060c \u0648\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a \u0643\u0644 \u0647\u0630\u0627 \u0644\u0634\u0631\u0643\u0629 \u0639\u0646\u062f\u0647\u0627 \u0645\u0648\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633. \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u062d\u062f\u0648\u062f \u0648\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0645\u0623\u062e\u0648\u0630\u0629 \u0641\u0642\u0637 \u0645\u0646 \u062a\u0648\u062b\u064a\u0642 DeepSeek \u0627\u0644\u0631\u0633\u0645\u064a \u0648\u0635\u0641\u062d\u0629 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0633\u062c\u0644 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a\u060c \u0648\u0645\u0646 \u0645\u0633\u062a\u0648\u062f\u0639 Harness \u0648\u062a\u0648\u062b\u064a\u0642\u0647\u060c \u0648\u0645\u0646 \u0635\u0641\u062d\u0627\u062a \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646. \u0623\u0645\u0627 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0641\u0647\u064a \u0627\u0644\u062a\u064a \u0623\u0639\u0644\u0646\u062a\u0647\u0627 DeepSeek \u0628\u0646\u0641\u0633\u0647\u0627\u060c \u0648\u0644\u0645 \u064a\u0643\u0631\u0631\u0647\u0627 \u0637\u0631\u0641 \u0645\u0633\u062a\u0642\u0644 \u062d\u062a\u0649 \u0627\u0644\u0622\u0646.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627 \u0627\u0644\u0630\u064a \u062a\u063a\u064a\u0631 \u0641\u064a 17 \u0623\u0643\u062a\u0648\u0628\u0631\u061f<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0646\u0633\u062e\u0629 \u062c\u062f\u064a\u062f\u0629 \u062a\u062d\u062a \u0627\u0644\u0627\u0633\u0645 \u0646\u0641\u0633\u0647.<\/strong> \u0627\u0633\u0645 <code>deepseek-flash<\/code> \u064a\u0634\u064a\u0631 \u0627\u0644\u0622\u0646 \u0625\u0644\u0649 DeepSeek-V4.1-Flash-1017\u060c \u0628\u062f\u0644\u0627 \u0645\u0646 \u0646\u0633\u062e\u0629 V4.1 Flash \u0627\u0644\u062a\u064a \u0635\u062f\u0631\u062a \u0641\u064a 10 \u0633\u0628\u062a\u0645\u0628\u0631.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u0648\u0642\u0639 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0623\u064a\u0636\u0627.<\/strong> \u0633\u062c\u0644 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u064a\u0630\u0643\u0631 \u0623\u0646 \u0646\u0633\u062e\u062a\u064a \u0627\u0644\u0648\u064a\u0628 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u062d\u062f\u062b\u062a\u0627 \u0641\u064a \u0627\u0644\u064a\u0648\u0645 \u0646\u0641\u0633\u0647\u060c \u064a\u0639\u0646\u064a \u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0639\u0627\u062f\u064a \u062d\u0635\u0644 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062c\u062f\u064a\u062f \u0647\u0648 \u0643\u0645\u0627\u0646.<\/li>\n\n<li><strong>\u0644\u0627 \u062a\u063a\u064a\u064a\u0631 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0648\u0644\u0627 \u0641\u064a \u0627\u0644\u0633\u0639\u0631.<\/strong> \u0647\u0630\u0627 \u0646\u0635 \u0643\u0644\u0627\u0645 DeepSeek \u0641\u064a \u0633\u062c\u0644 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a.<\/li>\n\n<li><strong>\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0643\u0627\u0645\u0644\u0629.<\/strong> \u0625\u0639\u0644\u0627\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u062c\u0627\u0621 \u0628\u0639\u0646\u0648\u0627\u0646 &#8220;Wish-Driven Programming Made Real&#8221;\u060c \u0648\u064a\u0642\u0648\u0644 \u0625\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062a\u062f\u0631\u0628 \u0628\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u0645\u0639 \u062a\u0642\u064a\u064a\u0645 \u0630\u0627\u062a\u064a \u0644\u0646\u062a\u0627\u0626\u062c\u0647 \u062d\u062a\u0649 \u064a\u0628\u0646\u064a \u0645\u0634\u0631\u0648\u0639\u0627 \u0645\u062a\u0643\u0627\u0645\u0644\u0627 \u0645\u0646 \u0637\u0644\u0628 \u0648\u0627\u062d\u062f. \u0645\u0646 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u064a \u0639\u0631\u0636\u062a\u0647\u0627: \u0646\u0645\u0648\u0630\u062c \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0644\u0644\u0645\u062f\u064a\u0646\u0629 \u0627\u0644\u0645\u062d\u0631\u0645\u0629 \u0641\u064a \u0628\u0643\u064a\u0646\u060c \u0648\u0644\u0639\u0628\u0629 \u0633\u0628\u0627\u0642 \u062a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0645\u062a\u0635\u0641\u062d\u060c \u0648\u0625\u0639\u0627\u062f\u0629 \u0628\u0646\u0627\u0621 \u0644\u0644\u0639\u0628\u0629 Portal 2 \u0628\u0645\u062d\u0631\u0643 Godot.<\/li>\n\n<li><strong>\u0645\u0647\u0627\u0645 \u0623\u0633\u0631\u0639 \u0648\u0631\u062f\u0648\u062f \u0623\u0642\u0635\u0631.<\/strong> \u062a\u0642\u0648\u0644 DeepSeek \u0625\u0646 \u0648\u0642\u062a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0645\u0629 \u0648\u0637\u0648\u0644 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0642\u0644\u0627 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<\/li>\n\n<li><strong>\u0636\u0628\u0637 \u062e\u0627\u0635 \u0644\u0648\u0643\u0644\u0627\u0621 \u0645\u062d\u062f\u062f\u064a\u0646.<\/strong> \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u062d\u0633\u0646 \u0644\u0640 DeepSeek Harness \u0648\u0644\u0623\u062f\u0627\u062a\u064a CodeBuddy \u0648WorkBuddy \u0645\u0646 Tencent\u060c \u0648\u0627\u0644\u0634\u0631\u0643\u0629 \u062a\u0648\u0635\u064a \u0628\u0640 Harness 0.2.1-rc.1 \u0623\u0648 \u0623\u062d\u062f\u062b.<\/li>\n\n<li><strong>\u0623\u0648\u0632\u0627\u0646 \u0645\u0641\u062a\u0648\u062d\u0629.<\/strong> \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u0646\u0634\u0648\u0631\u0629 \u0639\u0644\u0649 Hugging Face \u0648ModelScope \u0628\u0631\u062e\u0635\u0629 MIT\u060c \u0648\u0647\u064a \u0631\u062e\u0635\u0629 \u062a\u0633\u0645\u062d \u0628\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0648\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629.<\/li>\n\n<li><strong>\u0648\u0627\u062c\u0647\u0629 \u0628\u062d\u062b \u062c\u062f\u064a\u062f\u0629.<\/strong> \u0641\u062a\u062d\u062a DeepSeek \u0641\u064a \u0627\u0644\u064a\u0648\u0645 \u0646\u0641\u0633\u0647 \u0648\u0627\u062c\u0647\u0629 Search \u0644\u0644\u0628\u062d\u062b \u0641\u064a \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u0645\u0639\u0647\u0627 \u0648\u0627\u062c\u0647\u0629 Fetch \u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0635\u0641\u062d\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u062f\u064a\u0628 \u0633\u064a\u0643 V4.1 \u0641\u0644\u0627\u0634 1017 \u0641\u064a \u0633\u0637\u0648\u0631<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u0627\u0644\u0628\u0646\u062f<\/th><th>\u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u0627\u0633\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u0640 API<\/td><td><code>deepseek-flash<\/code> (\u0625\u0635\u062f\u0627\u0631 DeepSeek-V4.1-Flash-1017)<\/td><\/tr>\n<tr><td>\u0623\u0633\u0645\u0627\u0621 \u0642\u062f\u064a\u0645\u0629 \u0645\u0627 \u0632\u0627\u0644\u062a \u062a\u0639\u0645\u0644<\/td><td><code>deepseek-v4-flash<\/code> \u0648<code>deepseek-v4-flash-vision-exp<\/code>\u060c \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u062e\u062f\u0645 \u0627\u0644\u0622\u0646 \u0628\u0646\u0633\u062e\u0629 1017 \u0648\u064a\u062d\u0627\u0633\u0628 \u0628\u0633\u0639\u0631 Flash<\/td><\/tr>\n<tr><td>\u0635\u064a\u063a \u0627\u0644\u0640 API<\/td><td>\u0635\u064a\u063a\u0629 OpenAI \u0639\u0644\u0649 https:\/\/api.deepseek.com \u0648\u0635\u064a\u063a\u0629 Anthropic \u0639\u0644\u0649 https:\/\/api.deepseek.com\/anthropic<\/td><\/tr>\n<tr><td>\u0623\u0648\u0636\u0627\u0639 \u0627\u0644\u062a\u0634\u063a\u064a\u0644<\/td><td>\u0648\u0636\u0639 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0648\u0648\u0636\u0639 \u0628\u062f\u0648\u0646 \u062a\u0641\u0643\u064a\u0631\u060c \u0648\u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0647\u0648 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a<\/td><\/tr>\n<tr><td>\u0637\u0648\u0644 \u0627\u0644\u0633\u064a\u0627\u0642<\/td><td>\u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646<\/td><\/tr>\n<tr><td>\u0623\u0642\u0635\u0649 \u0637\u0648\u0644 \u0644\u0644\u0631\u062f<\/td><td>384 \u0623\u0644\u0641 \u062a\u0648\u0643\u0646<\/td><\/tr>\n<tr><td>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/td><td>\u0645\u062e\u0631\u062c\u0627\u062a JSON\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648Responses API\u060c \u0648\u0648\u0627\u062c\u0647\u0629 Anthropic\u060c \u0648\u0625\u0643\u0645\u0627\u0644 \u0628\u0627\u062f\u0626\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 (\u062a\u062c\u0631\u064a\u0628\u064a)<\/td><\/tr>\n<tr><td>\u0627\u0644\u0625\u0643\u0645\u0627\u0644 \u0645\u0646 \u0627\u0644\u0645\u0646\u062a\u0635\u0641 (FIM)<\/td><td>\u062a\u062c\u0631\u064a\u0628\u064a\u060c \u0648\u064a\u0639\u0645\u0644 \u0641\u064a \u0648\u0636\u0639 \u0628\u062f\u0648\u0646 \u062a\u0641\u0643\u064a\u0631 \u0641\u0642\u0637<\/td><\/tr>\n<tr><td>\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0635\u0648\u0631<\/td><td>\u0645\u062f\u0639\u0648\u0645\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0646\u0645\u0648\u0630\u062c V4 Pro \u0627\u0644\u0623\u063a\u0644\u0649 \u0644\u0627 \u064a\u062f\u0639\u0645\u0647\u0627<\/td><\/tr>\n<tr><td>\u062d\u062f \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646\u0629<\/td><td>2,500 \u0637\u0644\u0628 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u0644\u0643\u0644 \u062d\u0633\u0627\u0628 (V4 Pro: 500)<\/td><\/tr>\n<tr><td>\u0627\u0644\u0631\u062e\u0635\u0629<\/td><td>MIT\u060c \u0648\u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0639\u0644\u0649 Hugging Face \u0648ModelScope<\/td><\/tr>\n<tr><td>\u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/td><td>\u0635\u0641\u062d\u0629 Hugging Face \u062a\u0639\u0631\u0636 \u0646\u062d\u0648 763 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0627\u0645\u0644<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0642\u0637\u0629 \u0635\u063a\u064a\u0631\u0629 \u0644\u0643\u0646\u0647\u0627 \u0645\u0647\u0645\u0629: \u0643\u0644\u0645\u0629 &#8220;Flash&#8221; \u0639\u0646\u062f DeepSeek \u062a\u0639\u0646\u064a \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0623\u0631\u062e\u0635\u060c \u0644\u0627 \u062a\u0639\u0646\u064a \u0646\u0645\u0648\u0630\u062c\u0627 \u0635\u063a\u064a\u0631\u0627 \u064a\u0634\u062a\u063a\u0644 \u0639\u0644\u0649 \u0644\u0627\u0628\u062a\u0648\u0628. \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0636\u062e\u0645\u0629 \u062c\u062f\u0627\u060c \u0648\u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0628\u0646\u0641\u0633\u0643 \u064a\u062d\u062a\u0627\u062c \u0633\u064a\u0631\u0641\u0631 \u0628\u0643\u0631\u0648\u062a \u0634\u0627\u0634\u0629 \u0642\u0648\u064a\u0629\u060c \u0645\u0634 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0645\u0634\u062a\u0631\u0643\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u0645 \u062a\u062d\u0633\u0646\u061f \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0643\u0645\u0627 \u0623\u0639\u0644\u0646\u062a\u0647\u0627 DeepSeek<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u062c\u0644 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u064a\u0642\u0627\u0631\u0646 \u0646\u0633\u062e\u0629 1017 \u0628\u0646\u0633\u062e\u0629 \u0633\u0628\u062a\u0645\u0628\u0631 \u0645\u0646 V4.1 Flash. \u0643\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0645\u0646 DeepSeek \u0646\u0641\u0633\u0647\u0627.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631<\/th><th>V4.1 Flash (10 \u0633\u0628\u062a\u0645\u0628\u0631)<\/th><th>V4.1 Flash 1017<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>Humanity&#8217;s Last Exam \u0628\u062f\u0648\u0646 \u0623\u062f\u0648\u0627\u062a<\/td><td>36.8<\/td><td>42.6<\/td><\/tr>\n<tr><td>Terminal-Bench 4.0 (\u0639\u0628\u0631 Claude Code)<\/td><td>31.2<\/td><td>42.3<\/td><\/tr>\n<tr><td>DeepSWE v1.1<\/td><td>74.2<\/td><td>77.0<\/td><\/tr>\n<tr><td>ProgramBench<\/td><td>20.3<\/td><td>29.1<\/td><\/tr>\n<tr><td>NL2Repo-Bench<\/td><td>65.4<\/td><td>68.2<\/td><\/tr>\n<tr><td>Automation-Bench v1.0.6<\/td><td>54.8<\/td><td>60.5<\/td><\/tr>\n<tr><td>Agents&#8217; Last Exam<\/td><td>31.8<\/td><td>35.4<\/td><\/tr>\n<tr><td>Apex Bench v1.1<\/td><td>64.6<\/td><td>72.1<\/td><\/tr>\n<tr><td>Chartography \u0645\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/td><td>78.9<\/td><td>83.0<\/td><\/tr>\n<tr><td>BabyVision \u0645\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/td><td>89.6<\/td><td>92.5<\/td><\/tr>\n<tr><td>ZeroBench \u0645\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/td><td>49.0<\/td><td>51.0<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0643\u0628\u0631 \u0642\u0641\u0632\u0629 \u0643\u0627\u0646\u062a \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 (\u0646\u062d\u0648 11 \u0646\u0642\u0637\u0629) \u0648\u0641\u064a ProgramBench \u0627\u0644\u0630\u064a \u064a\u0642\u064a\u0633 \u0628\u0646\u0627\u0621 \u0628\u0631\u0627\u0645\u062c \u0645\u0646 \u0627\u0644\u0635\u0641\u0631 (\u0646\u062d\u0648 9 \u0646\u0642\u0627\u0637)\u060c \u0648\u0647\u0630\u0627 \u064a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u0645\u0627 \u0642\u0627\u0644\u062a \u0627\u0644\u0634\u0631\u0643\u0629 \u0625\u0646\u0647\u0627 \u062f\u0631\u0628\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u064a\u0647. \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u062a\u062d\u0631\u0643\u062a \u0623\u0642\u0644\u060c \u0648\u062f\u0647 \u0637\u0628\u064a\u0639\u064a \u0641\u064a \u062a\u062d\u062f\u064a\u062b \u0635\u063a\u064a\u0631.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0641\u064a \u0635\u0641\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 Hugging Face \u0648\u0636\u0639\u062a DeepSeek \u0646\u0633\u062e\u0629 1017 \u0628\u062c\u0648\u0627\u0631 Kimi K3 \u0648GLM-5.3 \u0648GPT-5.6 Sol \u0648Claude Opus 5. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062c\u062f\u0648\u0644 \u062a\u062a\u0641\u0648\u0642 1017 \u0639\u0644\u0649 Kimi K3 \u0648GLM-5.3 \u0648GPT-5.6 Sol \u0641\u064a \u0623\u063a\u0644\u0628 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0628\u0642\u0649 Claude Opus 5 \u0645\u062a\u0642\u062f\u0645\u0627 \u0641\u064a \u0645\u0639\u0638\u0645\u0647\u0627\u060c \u0645\u062b\u0644\u0627 51.8 \u0645\u0642\u0627\u0628\u0644 42.3 \u0641\u064a Terminal-Bench 4.0\u060c \u064875.3 \u0645\u0642\u0627\u0628\u0644 68.2 \u0641\u064a NL2Repo. \u062e\u0630 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0623\u0646 DeepSeek \u0647\u064a \u0627\u0644\u062a\u064a \u0627\u062e\u062a\u0627\u0631\u062a \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629\u060c \u0648\u0623\u0646 \u0628\u0639\u0636 \u0646\u0633\u062e\u0647\u0645 \u0644\u064a\u0633\u062a \u0627\u0644\u0623\u062d\u062f\u062b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0623\u0633\u0639\u0627\u0631 DeepSeek API: \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629 \u0648\u062e\u0627\u0631\u062c\u0647<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0642\u0644\u064a\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u063a\u064a\u0631 \u0627\u0644\u0633\u0639\u0631 \u062d\u0633\u0628 \u0648\u0642\u062a \u0627\u0644\u064a\u0648\u0645\u060c \u0648\u0633\u0639\u0631 \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629 \u0646\u0635\u0641 \u0633\u0639\u0631 \u0627\u0644\u0630\u0631\u0648\u0629 \u0628\u0627\u0644\u0636\u0628\u0637. \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0628\u0627\u0644\u062f\u0648\u0644\u0627\u0631 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646\u060c \u0645\u0646 \u0635\u0641\u062d\u0629 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u0627\u0644\u0628\u0646\u062f<\/th><th>Flash \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629<\/th><th>Flash \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629<\/th><th>V4 Pro \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629<\/th><th>V4 Pro \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u0645\u062f\u062e\u0644\u0627\u062a \u0645\u0646 \u0627\u0644\u0643\u0627\u0634<\/td><td>$0.003<\/td><td>$0.006<\/td><td>$0.022<\/td><td>$0.044<\/td><\/tr>\n<tr><td>\u0645\u062f\u062e\u0644\u0627\u062a \u062e\u0627\u0631\u062c \u0627\u0644\u0643\u0627\u0634<\/td><td>$0.15<\/td><td>$0.30<\/td><td>$0.66<\/td><td>$1.32<\/td><\/tr>\n<tr><td>\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a<\/td><td>$0.60<\/td><td>$1.20<\/td><td>$1.98<\/td><td>$3.96<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0630\u0631\u0648\u0629 \u0645\u0646 01:00 \u0625\u0644\u0649 04:00 \u0648\u0645\u0646 06:00 \u0625\u0644\u0649 10:00 \u0628\u062a\u0648\u0642\u064a\u062a UTC\u060c \u0645\u0646 \u0627\u0644\u0627\u062b\u0646\u064a\u0646 \u0625\u0644\u0649 \u0627\u0644\u062c\u0645\u0639\u0629\u060c \u0628\u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u0627\u0644\u0639\u0637\u0644\u0627\u062a \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u0646. \u0628\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u0631\u064a\u0627\u0636 \u0648\u0627\u0644\u0643\u0648\u064a\u062a (UTC+3) \u064a\u0639\u0646\u064a \u0630\u0644\u0643 \u0645\u0646 4 \u0625\u0644\u0649 7 \u0635\u0628\u0627\u062d\u0627 \u0648\u0645\u0646 9 \u0635\u0628\u0627\u062d\u0627 \u0625\u0644\u0649 1 \u0638\u0647\u0631\u0627\u060c \u0648\u0628\u062a\u0648\u0642\u064a\u062a \u062f\u0628\u064a (UTC+4) \u0645\u0646 5 \u0625\u0644\u0649 8 \u0635\u0628\u0627\u062d\u0627 \u0648\u0645\u0646 10 \u0635\u0628\u0627\u062d\u0627 \u0625\u0644\u0649 2 \u0638\u0647\u0631\u0627. \u0627\u0644\u0642\u0627\u0647\u0631\u0629 \u0639\u0644\u0649 UTC+3 \u062d\u062a\u0649 \u0628\u062f\u0627\u064a\u0629 \u0627\u0644\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u0634\u062a\u0648\u064a \u0641\u064a \u0622\u062e\u0631 \u0623\u0643\u062a\u0648\u0628\u0631\u060c \u0648\u0628\u0639\u062f\u0647\u0627 \u062a\u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f \u0633\u0627\u0639\u0629 \u0639\u0646 \u0627\u0644\u0631\u064a\u0627\u0636. \u0643\u0644 \u0645\u0627 \u0639\u062f\u0627 \u0630\u0644\u0643 \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629\u060c \u0648\u0645\u0646\u0647 \u0627\u0644\u0633\u0628\u062a \u0648\u0627\u0644\u0623\u062d\u062f \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0648\u0641\u062a\u0631\u0629 \u0628\u0639\u062f \u0627\u0644\u0638\u0647\u0631 \u0648\u0627\u0644\u0645\u0633\u0627\u0621 \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0643\u0644\u0647\u0627. \u0648\u0627\u0646\u062a\u0628\u0647 \u0644\u0623\u0646 \u0627\u0644\u062c\u0645\u0639\u0629 \u064a\u0648\u0645 \u0639\u0645\u0644 \u0639\u0646\u062f DeepSeek\u060c \u0641\u0635\u0628\u0627\u062d \u0627\u0644\u062c\u0645\u0639\u0629 \u064a\u062d\u0633\u0628 \u0630\u0631\u0648\u0629 \u0631\u063a\u0645 \u0623\u0646\u0647 \u0625\u062c\u0627\u0632\u0629 \u0641\u064a \u0623\u063a\u0644\u0628 \u062f\u0648\u0644 \u0627\u0644\u062e\u0644\u064a\u062c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0642\u0627\u0637 \u0623\u062e\u0631\u0649 \u0645\u0646 \u0635\u0641\u062d\u0629 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0646\u0641\u0633\u0647\u0627:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0648\u0627\u062c\u0647\u062a\u0627 Search \u0648Fetch:<\/strong> 0.75 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 1,000 \u0637\u0644\u0628 \u0646\u0627\u062c\u062d \u0644\u0643\u0644 \u0648\u0627\u062d\u062f\u0629. \u0648\u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0645\u0627 \u0643\u0623\u062f\u0648\u0627\u062a \u0645\u0646 \u062c\u0647\u0629 \u0627\u0644\u062e\u0627\u062f\u0645 \u0639\u0628\u0631 DeepSeek Harness \u0623\u0648 Claude Code \u0623\u0648 Codex \u0641\u0647\u0645\u0627 \u0645\u062c\u0627\u0646\u064a\u062a\u0627\u0646 \u062d\u062a\u0649 \u064a\u0628\u062f\u0623 \u0627\u0644\u062d\u0633\u0627\u0628 \u064a\u0648\u0645 1 \u0646\u0648\u0641\u0645\u0628\u0631 2026 \u0627\u0644\u0633\u0627\u0639\u0629 00:00 \u0628\u062a\u0648\u0642\u064a\u062a \u0628\u0643\u064a\u0646\u060c \u0623\u064a 31 \u0623\u0643\u062a\u0648\u0628\u0631 \u0627\u0644\u0633\u0627\u0639\u0629 16:00 \u0628\u062a\u0648\u0642\u064a\u062a UTC.<\/li>\n\n<li><strong>\u0627\u0644\u0631\u0635\u064a\u062f \u0627\u0644\u0645\u0645\u0646\u0648\u062d \u0623\u0648\u0644\u0627:<\/strong> \u0623\u064a \u0631\u0635\u064a\u062f \u062a\u0631\u0648\u064a\u062c\u064a \u0641\u064a \u062d\u0633\u0627\u0628\u0643 \u064a\u0633\u062a\u0647\u0644\u0643 \u0642\u0628\u0644 \u0627\u0644\u0631\u0635\u064a\u062f \u0627\u0644\u0645\u062f\u0641\u0648\u0639.<\/li>\n\n<li><strong>\u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u063a\u064a\u064a\u0631:<\/strong> DeepSeek \u062a\u0642\u0648\u0644 \u0625\u0646\u0647\u0627 \u0642\u062f \u062a\u0639\u062f\u0644 \u0627\u0644\u0623\u0633\u0639\u0627\u0631\u060c \u0641\u0631\u0627\u062c\u0639 \u0627\u0644\u0635\u0641\u062d\u0629 \u0642\u0628\u0644 \u0623\u0646 \u062a\u0628\u0646\u064a \u0645\u064a\u0632\u0627\u0646\u064a\u062a\u0643 \u0639\u0644\u064a\u0647\u0627.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u064a: \u0644\u0648 \u0633\u062a\u0643\u062a\u0628 1,000 \u0648\u0635\u0641 \u0645\u0646\u062a\u062c\u060c \u0643\u0644 \u0648\u0635\u0641 \u064a\u0623\u062e\u0630 \u062a\u0642\u0631\u064a\u0628\u0627 800 \u062a\u0648\u0643\u0646 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u064a\u0631\u062c\u0639 \u0628\u0640 400 \u062a\u0648\u0643\u0646\u060c \u0641\u0627\u0644\u0645\u062c\u0645\u0648\u0639 0.8 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0645\u062f\u062e\u0644\u0627\u062a \u06480.4 \u0645\u0644\u064a\u0648\u0646 \u0645\u062e\u0631\u062c\u0627\u062a. \u0628\u062f\u0648\u0646 \u0623\u064a \u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0643\u0627\u0634 \u062a\u0643\u0648\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0646\u062d\u0648 0.72 \u062f\u0648\u0644\u0627\u0631 \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629 \u0648\u0646\u062d\u0648 0.36 \u062f\u0648\u0644\u0627\u0631 \u062e\u0627\u0631\u062c\u0647\u0627. \u0648\u0644\u0648 \u0627\u0633\u062a\u062e\u062f\u0645\u062a \u0648\u0636\u0639 \u0627\u0644\u062a\u0641\u0643\u064a\u0631\u060c \u0648\u0647\u0648 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u0641\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u064a\u0643\u062a\u0628 \u062a\u0641\u0643\u064a\u0631\u0647 \u0642\u0628\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0629\u060c \u0641\u062a\u0648\u0642\u0639 \u0645\u062e\u0631\u062c\u0627\u062a \u0623\u0643\u062b\u0631 \u0645\u0646 \u0630\u0644\u0643 \u0648\u0631\u0627\u062c\u0639 \u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062a\u064a \u062a\u0631\u062c\u0639\u0647\u0627 \u0627\u0644\u0648\u0627\u062c\u0647\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">DeepSeek Harness: \u0645\u0627 \u0647\u0648 \u0648\u0645\u0627 \u0627\u0644\u062c\u062f\u064a\u062f \u0641\u064a 0.2.1\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0635\u0641 \u0627\u0644\u062e\u0628\u0631 \u0641\u0642\u0637\u060c \u0648\u0627\u0644\u0646\u0635\u0641 \u0627\u0644\u062b\u0627\u0646\u064a \u0647\u0648 DeepSeek Harness\u060c \u0648\u0643\u064a\u0644 \u0628\u0631\u0645\u062c\u0629 \u062f\u064a\u0628 \u0633\u064a\u0643 \u0627\u0644\u0630\u064a \u064a\u062d\u0648\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u062a\u0634\u062a\u063a\u0644 \u0641\u0639\u0644\u0627 \u0639\u0644\u0649 \u0645\u0634\u0631\u0648\u0639\u0643. \u0627\u0644\u0640 Harness \u0647\u0648 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629 \u0628\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0639\u0637\u064a\u0647 \u0623\u062f\u0648\u0627\u062a: \u064a\u0642\u0631\u0623 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0648\u064a\u0639\u062f\u0644\u0647\u0627\u060c \u0648\u064a\u0634\u063a\u0644 \u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0637\u0631\u0641\u064a\u0629\u060c \u0648\u064a\u062d\u062a\u0641\u0638 \u0628\u062e\u0637\u0629\u060c \u0648\u064a\u0633\u062a\u0623\u0630\u0646\u0643 \u0642\u0628\u0644 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629\u060c \u062b\u0645 \u064a\u0631\u062c\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0644\u0644\u0646\u0645\u0648\u0630\u062c. \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0641\u0633\u0647 \u0642\u062f \u064a\u062e\u062a\u0644\u0641 \u0623\u062f\u0627\u0624\u0647 \u062c\u062f\u0627 \u0645\u0646 Harness \u0644\u0622\u062e\u0631\u060c \u0648\u0644\u0647\u0630\u0627 \u0636\u0628\u0637\u062a DeepSeek \u0646\u0633\u062e\u0629 1017 \u0639\u0644\u0649 \u0623\u062f\u0648\u0627\u062a \u0628\u0639\u064a\u0646\u0647\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0627 \u0647\u0648 DeepSeek Harness\u061f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0646 DeepSeek.<\/strong> \u0627\u0644\u0643\u0648\u062f \u0639\u0644\u0649 GitHub \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639 deepseek-ai\/deepseek-harness \u0628\u0631\u062e\u0635\u0629 MIT\u060c \u0648\u0627\u0633\u0645 \u0627\u0644\u0623\u0645\u0631 <code>dsh<\/code>.<\/li>\n\n<li><strong>\u0645\u0628\u0646\u064a \u0645\u0646 \u0625\u0636\u0627\u0641\u0627\u062a.<\/strong> \u0627\u0644\u0634\u0631\u0643\u0629 \u062a\u0635\u0641\u0647 \u0628\u0623\u0646 &#8220;\u0643\u0644 \u0634\u064a\u0621 \u0625\u0636\u0627\u0641\u0629&#8221;: \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0632\u0648\u062f\u0648 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0648\u062d\u062a\u0649 \u0627\u0644\u0648\u0627\u062c\u0647\u0629\u060c \u0643\u0644\u0647\u0627 \u0625\u0636\u0627\u0641\u0627\u062a \u062a\u0642\u062f\u0631 \u062a\u0634\u063a\u0644\u0647\u0627 \u0623\u0648 \u062a\u0633\u062a\u0628\u062f\u0644\u0647\u0627 \u0623\u0648 \u062a\u0643\u062a\u0628\u0647\u0627 \u0628\u0646\u0641\u0633\u0643.<\/li>\n\n<li><strong>\u0633\u0647\u0644 \u0627\u0644\u0628\u062f\u0627\u064a\u0629.<\/strong> \u0628\u0639\u062f \u062a\u062b\u0628\u064a\u062a Node.js \u064a\u0643\u0641\u064a \u0627\u0644\u0623\u0645\u0631 <code>npx @deepseek-ai\/dsh web<\/code> \u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0648\u064a\u0628 \u0639\u0644\u0649 http:\/\/127.0.0.1:3080. \u062a\u0636\u064a\u0641 \u0645\u0641\u062a\u0627\u062d DeepSeek \u0645\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u062b\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u062a\u062e\u062a\u0627\u0631 \u0645\u062c\u0644\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0643\u0645\u0633\u0627\u062d\u0629 \u0639\u0645\u0644\u060c \u0648\u062a\u0628\u062f\u0623 \u062c\u0644\u0633\u0629.<\/li>\n\n<li><strong>\u063a\u064a\u0631 \u0645\u0642\u064a\u062f \u0628\u0646\u0645\u0627\u0630\u062c DeepSeek.<\/strong> \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0631\u0636 \u0645\u0632\u0648\u062f\u064a\u0646 \u0645\u062b\u0644 Anthropic \u0648OpenAI \u0648Moonshot AI (Kimi) \u0648Z.ai (GLM)\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0623\u064a \u0648\u0627\u062c\u0647\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI\u060c \u0645\u062b\u0644 \u0628\u0648\u0627\u0628\u0629 \u062f\u0627\u062e\u0644\u064a\u0629 \u0641\u064a \u0634\u0631\u0643\u062a\u0643 \u0623\u0648 \u0646\u0645\u0648\u0630\u062c \u062a\u0633\u062a\u0636\u064a\u0641\u0647 \u0628\u0646\u0641\u0633\u0643.<\/li>\n\n<li><strong>\u0623\u0643\u062b\u0631 \u0645\u0646 \u0646\u0627\u0641\u0630\u0629 \u0645\u062d\u0627\u062f\u062b\u0629.<\/strong> \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u064a\u063a\u0637\u064a \u0645\u0643\u062a\u0628\u0629 Python SDK\u060c \u0648\u062a\u0637\u0628\u064a\u0642 \u0633\u0637\u062d \u0645\u0643\u062a\u0628\u060c \u0648\u0639\u0645\u064a\u0644 MCP \u0644\u0631\u0628\u0637 \u0623\u062f\u0648\u0627\u062a \u0648\u062e\u0648\u0627\u062f\u0645 \u0630\u0627\u0643\u0631\u0629 \u062e\u0627\u0631\u062c\u064a\u0629\u060c \u0648\u0645\u0647\u0627\u0645 \u0645\u062c\u062f\u0648\u0644\u0629\u060c \u0648\u0623\u0633\u0648\u0627\u0642 \u0625\u0636\u0627\u0641\u0627\u062a\u060c \u0648\u0646\u0634\u0631 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u062e\u0644\u0641 reverse proxy\u060c \u0648\u0625\u0639\u062f\u0627\u062f\u0627 \u062a\u062c\u0631\u064a\u0628\u064a\u0627 \u064a\u0641\u062a\u062d \u062c\u0644\u0633\u0629 \u0645\u0631\u0627\u062c\u0639\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u0627 \u0639\u0646\u062f\u0645\u0627 \u064a\u0635\u0628\u062d \u0637\u0644\u0628 \u0633\u062d\u0628 (Pull Request) \u0639\u0644\u0649 GitHub \u062c\u0627\u0647\u0632\u0627 \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629.<\/li>\n\n<li><strong>\u0645\u0627 \u0632\u0627\u0644 \u0646\u0633\u062e\u0629 \u0645\u0639\u0627\u064a\u0646\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646.<\/strong> \u0645\u0644\u0641 README \u064a\u062d\u0630\u0631 \u0628\u062d\u0631\u0648\u0641 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0642\u0627\u062f\u0645\u0629 \u062a\u0643\u0633\u0631 \u0627\u0644\u062a\u0648\u0627\u0641\u0642\u060c \u0648\u0645\u0644\u0641 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u064a\u0642\u0648\u0644 \u0625\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0644\u0645 \u064a\u062e\u0636\u0639 \u0644\u062a\u062f\u0642\u064a\u0642 \u0623\u0645\u0646\u064a \u0648\u0644\u0627 \u064a\u062c\u0628 \u0627\u0639\u062a\u0628\u0627\u0631\u0647 \u0622\u0645\u0646\u0627 \u0623\u0648 \u062c\u0627\u0647\u0632\u0627 \u0644\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0627 \u0627\u0644\u062c\u062f\u064a\u062f \u0641\u064a \u0627\u0644\u0625\u0635\u062f\u0627\u0631 0.2.1\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0649 GitHub \u0645\u0627 \u0632\u0627\u0644 0.2.1 \u0646\u0633\u062e\u0629 \u0645\u0631\u0634\u062d\u0629 \u0644\u0644\u0625\u0635\u062f\u0627\u0631. \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0645\u0631\u0634\u062d\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0646\u0634\u0631\u062a \u064a\u0648\u0645 17 \u0623\u0643\u062a\u0648\u0628\u0631 \u0627\u0644\u0633\u0627\u0639\u0629 05:22 \u0628\u062a\u0648\u0642\u064a\u062a UTC\u060c \u0648\u062a\u0628\u0639\u062a\u0647\u0627 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0627\u0644\u0633\u0627\u0639\u0629 08:16 \u0641\u064a \u0627\u0644\u064a\u0648\u0645 \u0646\u0641\u0633\u0647\u060c \u0648\u0648\u0642\u062a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0645\u0642\u0627\u0644 \u0644\u0645 \u064a\u0643\u0646 \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639 \u0625\u0635\u062f\u0627\u0631 \u0646\u0647\u0627\u0626\u064a \u0645\u0646 0.2.1. \u0623\u0647\u0645 \u0645\u0627 \u0641\u064a\u0647:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0639\u0645 V4.1 Flash 1017<\/strong> (\u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0645\u0631\u0634\u062d\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629).<\/li>\n\n<li><strong>\u0648\u0627\u062c\u0647\u062a\u0627 Search \u0648Fetch \u0645\u0646 DeepSeek<\/strong> \u0643\u0628\u062d\u062b \u0648\u064a\u0628 \u0644\u0644\u0648\u0643\u064a\u0644\u060c \u0648\u062a\u0641\u0639\u0644\u0627\u0646 \u0645\u0646 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0628\u062d\u062b (\u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0645\u0631\u0634\u062d\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629).<\/li>\n\n<li><strong>\u062d\u0632\u0645 Claude Code \u0648Codex.<\/strong> \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u062a\u0642\u062f\u0631 \u062a\u062b\u0628\u062a \u062d\u0632\u0645 Claude Code \u0648Codex \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629 \u0644\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u062d\u0627\u0644\u064a\u060c \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0623\u0648\u0636\u0627\u0639 headless \u0648SDK \u0648ACP.<\/li>\n\n<li><strong>\u0623\u0633\u0648\u0627\u0642 \u0625\u0636\u0627\u0641\u0627\u062a.<\/strong> \u062a\u0642\u062f\u0631 \u062a\u0636\u064a\u0641 \u0645\u0635\u0627\u062f\u0631 \u0641\u0647\u0627\u0631\u0633 \u0625\u0636\u0627\u0641\u0627\u062a \u062e\u0627\u0635\u0629\u060c \u0648\u062a\u062a\u0635\u0641\u062d \u062a\u0628\u0648\u064a\u0628 Discover\u060c \u0648\u062a\u062b\u0628\u062a \u0628\u0639\u062f \u062a\u0623\u0643\u064a\u062f\u060c \u0623\u0648 \u062a\u0637\u0644\u0628 \u0645\u0646 \u0627\u0644\u0648\u0643\u064a\u0644 \u0646\u0641\u0633\u0647 \u0623\u0646 \u064a\u0646\u0634\u0626 \u0644\u0643 \u0625\u0636\u0627\u0641\u0629.<\/li>\n\n<li><strong>\u0645\u0633\u062a\u0648\u0649 \u062a\u0641\u0643\u064a\u0631 \u0644\u0643\u0644 \u0646\u0645\u0648\u0630\u062c<\/strong> \u0641\u064a \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062e\u0635\u0635\u0629\u060c \u064a\u0636\u0628\u0637 \u0645\u0646 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u062f\u0644 \u0645\u0644\u0641 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a.<\/li>\n\n<li><strong>\u062f\u0639\u0645 \u0645\u0644\u0641 AGENTS.md.<\/strong> \u064a\u0645\u0643\u0646 \u062a\u062d\u0645\u064a\u0644 \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0639\u0627\u0645\u0629 \u0645\u0646 AGENTS.md \u062f\u0627\u062e\u0644 \u0645\u062c\u0644\u062f \u0648\u0643\u0644\u0627\u0621 \u0645\u0634\u062a\u0631\u0643.<\/li>\n\n<li><strong>\u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0623\u0633\u0631\u0627\u0631.<\/strong> \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u0644\u062a\u0648\u0643\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0644\u0635\u0642\u0647\u0627 \u0641\u064a \u0631\u0633\u0627\u0644\u0629 \u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0648\u064a\u062e\u0641\u064a\u0647\u0627 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0627.<\/li>\n\n<li><strong>\u0627\u0644\u0639\u0645\u0644 \u0639\u0646 \u0628\u0639\u062f \u0639\u0628\u0631 SSH.<\/strong> \u0623\u062f\u0648\u0627\u062a \u0645\u0633\u0627\u0639\u062f\u0629 \u062c\u062f\u064a\u062f\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0644\u0639\u0632\u0644 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0628\u0639\u064a\u062f.<\/li>\n\n<li><strong>\u0625\u0636\u0627\u0641\u0627\u062a \u062a\u062c\u0631\u064a\u0628\u064a\u0629:<\/strong> \u0625\u0636\u0627\u0641\u0629 Git Worktrees \u062a\u062e\u0644\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u064a\u0634\u062a\u063a\u0644 \u0641\u064a \u0646\u0633\u062e\u0629 \u0645\u0646\u0641\u0635\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0648\u0637\u0628\u0642\u0629 \u062a\u0648\u0627\u0641\u0642 \u0645\u0639 Claude Code Mods\u060c \u0648\u0623\u062f\u0648\u0627\u062a \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062a\u0639\u0631\u0636 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062c\u0644\u0633\u0627\u062a \u0627\u0644\u062e\u0627\u0645\u060c \u0648\u0625\u0636\u0627\u0641\u0629 \u062a\u062a\u0631\u062c\u0645 \u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/li>\n\n<li><strong>\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0623\u0635\u063a\u0631:<\/strong> \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0636\u063a\u0637 \u0627\u0644\u0633\u064a\u0627\u0642 \u062a\u0644\u0642\u0627\u0626\u064a\u0627 \u0641\u064a \u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u0645\u0628\u0633\u0637\u060c \u0648\u0623\u0645\u0631 <code>\/compact<\/code>\u060c \u0648\u062a\u0648\u0632\u064a\u0639 \u0623\u0641\u0636\u0644 \u0644\u0644\u0645\u0647\u0627\u0645 \u0639\u0644\u0649 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0641\u0631\u0639\u064a\u064a\u0646\u060c \u0648\u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0643\u062b\u064a\u0631\u0629 \u0641\u064a \u0648\u064a\u0646\u062f\u0648\u0632 \u0648\u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0633\u062a\u0639\u0627\u062f\u0629 \u0627\u0644\u062c\u0644\u0633\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0643\u064a\u0641 \u0636\u0628\u0637\u062a \u0646\u0633\u062e\u0629 1017 \u0639\u0644\u0649 Harness\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u062c\u0644 \u062a\u063a\u064a\u064a\u0631\u0627\u062a DeepSeek \u064a\u0642\u0648\u0644 \u0625\u0646 1017 &#8220;\u062d\u0633\u0646\u062a \u062e\u0635\u064a\u0635\u0627&#8221; \u0644\u0640 DeepSeek Harness \u0648CodeBuddy \u0648WorkBuddy \u0648\u0645\u0646\u0635\u0627\u062a \u0623\u062e\u0631\u0649\u060c \u0648\u064a\u0648\u0635\u064a \u0628\u0640 Harness 0.2.1-rc.1 \u0623\u0648 \u0623\u062d\u062f\u062b \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u062a\u062c\u0631\u0628\u0629. \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0644\u0645\u0648\u0633\u0629 \u0627\u0644\u062a\u064a \u062a\u0630\u0643\u0631\u0647\u0627 \u0627\u0644\u0634\u0631\u0643\u0629 \u0647\u064a \u0631\u062f\u0648\u062f \u0623\u0642\u0635\u0631 \u0648\u0648\u0642\u062a \u062a\u0646\u0641\u064a\u0630 \u0623\u0642\u0644 \u0644\u0643\u0644 \u0645\u0647\u0645\u0629\u060c \u0641\u062a\u0635\u0628\u062d \u0627\u0644\u0645\u0647\u0645\u0629 \u0623\u0631\u062e\u0635 \u0648\u0623\u0633\u0631\u0639\u060c \u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0628\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0645\u0634\u0627\u0631\u064a\u0639 \u0643\u0627\u0645\u0644\u0629. \u0643\u0645\u0627 \u0627\u0633\u062a\u062e\u062f\u0645\u062a DeepSeek \u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u0645\u0628\u0633\u0637 \u0641\u064a Harness \u0643\u0625\u0637\u0627\u0631 \u0627\u062e\u062a\u0628\u0627\u0631 \u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0641\u064a \u0646\u0645\u0627\u0630\u062c V4 \u0627\u0644\u0633\u0627\u0628\u0642\u0629. \u0627\u0644\u0634\u0631\u0643\u0629 \u0644\u0645 \u062a\u0646\u0634\u0631 \u062a\u0641\u0627\u0635\u064a\u0644 \u062a\u0642\u0646\u064a\u0629 \u0623\u0643\u062b\u0631 \u0639\u0646 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0636\u0628\u0637\u060c \u0641\u0627\u0644\u0623\u062f\u0642 \u0623\u0646 \u0646\u0641\u0647\u0645\u0647\u0627 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 &#8220;\u0627\u062e\u062a\u0628\u0631\u062a \u0648\u0636\u0628\u0637\u062a \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0626\u0629&#8221;\u060c \u0644\u0627 \u0623\u0646\u0647\u0627 \u0645\u064a\u0632\u0629 \u062a\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 Harness \u0648\u062d\u062f\u0647.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Harness \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0622\u062e\u0631\u064a\u0646<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u062b\u064a\u0642 DeepSeek \u064a\u0634\u0631\u062d \u0623\u0643\u062b\u0631 \u0645\u0646 \u0637\u0631\u064a\u0642\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c\u0647\u0627 \u062f\u0627\u062e\u0644 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u0629. \u0627\u0644\u062c\u062f\u0648\u0644 \u064a\u0644\u062e\u0635 \u0645\u0627 \u062a\u0642\u0648\u0644\u0647 \u0623\u062f\u0644\u0629 DeepSeek \u0646\u0641\u0633\u0647\u0627 \u0639\u0646 \u0643\u0644 \u0623\u062f\u0627\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u0648\u0643\u064a\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/th><th>\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0631\u0628\u0637 \u0645\u0639 DeepSeek<\/th><th>\u0645\u0627 \u064a\u0633\u062a\u062d\u0642 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>DeepSeek Harness<\/td><td>\u0631\u0628\u0637 \u0645\u0628\u0627\u0634\u0631: \u062a\u062f\u062e\u0644 \u0645\u0641\u062a\u0627\u062d DeepSeek \u0641\u064a \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/td><td>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 (MIT) \u0648\u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a\u060c \u0648\u0647\u0648 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u064a \u0636\u0628\u0637\u062a DeepSeek \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u064a\u0647\u0627. \u0646\u0633\u062e\u0629 \u0645\u0639\u0627\u064a\u0646\u0629 \u0644\u0645 \u062a\u062e\u0636\u0639 \u0644\u062a\u062f\u0642\u064a\u0642 \u0623\u0645\u0646\u064a \u0628\u0639\u062f<\/td><\/tr>\n<tr><td>Claude Code<\/td><td>\u0648\u0627\u062c\u0647\u0629 \u0628\u0635\u064a\u063a\u0629 Anthropic \u0639\u0644\u0649 https:\/\/api.deepseek.com\/anthropic \u0639\u0628\u0631 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629<\/td><td>\u062f\u0644\u064a\u0644 DeepSeek \u064a\u0633\u062a\u062e\u062f\u0645 <code>deepseek-flash[1m]<\/code> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0643\u0627\u0645\u0644\u0627\u060c \u0648\u0646\u062a\u064a\u062c\u0629 Terminal-Bench 4.0 \u0642\u064a\u0633\u062a \u0639\u0628\u0631 Claude Code<\/td><\/tr>\n<tr><td>Codex<\/td><td>\u0639\u0628\u0631 Responses API\u060c \u0645\u0639 \u0633\u0643\u0631\u0628\u062a \u0625\u0639\u062f\u0627\u062f \u0628\u0636\u063a\u0637\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 DeepSeek<\/td><td>\u0625\u0639\u062f\u0627\u062f \u0648\u0627\u062d\u062f \u064a\u0634\u0645\u0644 Codex CLI \u0648\u062a\u0637\u0628\u064a\u0642 ChatGPT \u0644\u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0648\u0625\u0636\u0627\u0641\u0629 VS Code\u060c \u0648\u0627\u0644\u0633\u0643\u0631\u0628\u062a \u064a\u062d\u0641\u0638 \u0646\u0633\u062e\u0629 \u0645\u0646 \u0625\u0639\u062f\u0627\u062f\u0627\u062a\u0643 \u0627\u0644\u0642\u062f\u064a\u0645\u0629 \u0648\u064a\u0642\u062f\u0631 \u064a\u0631\u062c\u0639\u0647\u0627<\/td><\/tr>\n<tr><td>OpenCode<\/td><td>\u0645\u0632\u0648\u062f DeepSeek \u0645\u062f\u0645\u062c \u0639\u0628\u0631 \u0627\u0644\u0623\u0645\u0631 <code>\/connect<\/code><\/td><td>\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0648DeepSeek \u062a\u0648\u0635\u064a \u0628\u0627\u0644\u0625\u0635\u062f\u0627\u0631 1.18.30 \u0623\u0648 \u0623\u062d\u062f\u062b<\/td><\/tr>\n<tr><td>WorkBuddy \u0648CodeBuddy \u0645\u0646 Tencent<\/td><td>Chat Completions \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI \u0639\u0628\u0631 \u0645\u0644\u0641 models.json \u0645\u062d\u0644\u064a<\/td><td>\u0630\u0643\u0631\u062a\u0647\u0627 DeepSeek \u0636\u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u064a \u0636\u0628\u0637\u062a \u0639\u0644\u064a\u0647\u0627 1017\u060c \u0644\u0643\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a \u0641\u064a \u062f\u0644\u064a\u0644\u0647\u0627 \u064a\u062d\u062f\u062f 128 \u0623\u0644\u0641 \u062a\u0648\u0643\u0646 \u0645\u062f\u062e\u0644\u0627\u062a \u06488 \u0622\u0644\u0627\u0641 \u0645\u062e\u0631\u062c\u0627\u062a\u060c \u0648\u0647\u0648 \u0623\u0642\u0644 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u062d\u062f\u0648\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u062e\u0644\u0627\u0635\u0629 \u0628\u0628\u0633\u0627\u0637\u0629: \u0644\u0648 \u0628\u062a\u0633\u062a\u062e\u062f\u0645 Claude Code \u0623\u0648 Codex \u0643\u0644 \u064a\u0648\u0645\u060c \u0641\u062a\u0648\u062c\u064a\u0647\u0647 \u0625\u0644\u0649 DeepSeek \u0647\u0648 \u0623\u0635\u063a\u0631 \u062a\u063a\u064a\u064a\u0631 \u0645\u0645\u0643\u0646\u060c \u0648\u062a\u062d\u062a\u0641\u0638 \u0628\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0634\u063a\u0644 \u0627\u0644\u062a\u064a \u062a\u0639\u0631\u0641\u0647\u0627. \u0623\u0645\u0627 Harness \u0641\u0645\u0646\u0627\u0633\u0628 \u0644\u0648 \u062a\u0631\u064a\u062f \u0648\u0643\u064a\u0644\u0627 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0642\u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0648\u062a\u0634\u063a\u0644\u0647 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643 \u0648\u062a\u0631\u0628\u0637\u0647 \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u0632\u0648\u062f \u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0639\u0646\u062f\u0643 \u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0628\u0631\u0646\u0627\u0645\u062c \u0641\u064a \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629. \u0648\u0628\u0645\u0627 \u0623\u0646 \u0645\u0644\u0641 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0645\u0646 DeepSeek \u0646\u0641\u0633\u0647\u0627 \u064a\u0642\u0648\u0644 \u0625\u0646\u0647 \u063a\u064a\u0631 \u062c\u0627\u0647\u0632 \u0644\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0634\u063a\u0644\u0647 \u062f\u0627\u062e\u0644 \u062d\u0627\u0648\u064a\u0629 \u0623\u0648 \u062c\u0647\u0627\u0632 \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0623\u0648 \u0646\u0633\u062e\u0629 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0645\u0646 \u0645\u0634\u0631\u0648\u0639\u0643\u060c \u0648\u0645\u0639\u0643 \u0646\u0633\u062e\u0629 \u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u064a\u0627\u0642 \u0636\u062e\u0645 \u0628\u0633\u0639\u0631 \u062b\u0627\u0628\u062a.<\/strong> \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0633\u064a\u0627\u0642 \u0648\u062d\u062a\u0649 384 \u0623\u0644\u0641 \u062a\u0648\u0643\u0646 \u0641\u064a \u0627\u0644\u0631\u062f\u060c \u0628\u062f\u0648\u0646 \u0633\u0639\u0631 \u0623\u0639\u0644\u0649 \u0644\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629.<\/li>\n\n<li><strong>\u0627\u0644\u0643\u0627\u0634 \u0631\u062e\u064a\u0635 \u062c\u062f\u0627.<\/strong> \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0645\u0646 \u0627\u0644\u0643\u0627\u0634 \u0628\u0640 0.006 \u062f\u0648\u0644\u0627\u0631 \u0644\u0644\u0645\u0644\u064a\u0648\u0646 \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629 \u06480.003 \u062e\u0627\u0631\u062c\u0647\u0627\u060c \u0648\u062f\u0647 \u0641\u0631\u0642 \u0643\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u0633\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629 \u0623\u0648 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0646\u0641\u0633\u0647\u0627 \u0645\u0631\u0629 \u0628\u0639\u062f \u0645\u0631\u0629.<\/li>\n\n<li><strong>\u062e\u0635\u0645 \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629.<\/strong> \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0634\u063a\u0644\u0647\u0627 \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629 \u062a\u0643\u0644\u0641 \u0627\u0644\u0646\u0635\u0641.<\/li>\n\n<li><strong>\u0623\u0648\u0632\u0627\u0646 \u0645\u0641\u062a\u0648\u062d\u0629 \u0628\u0631\u062e\u0635\u0629 MIT.<\/strong> \u0644\u0648 \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0625\u0631\u0633\u0627\u0644 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0644\u0648\u0627\u062c\u0647\u0629 \u062e\u0627\u0631\u062c\u064a\u0629\u060c \u062a\u0642\u062f\u0631 \u062a\u0633\u062a\u0636\u064a\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0641\u0633\u0647 \u0639\u0646\u062f\u0643 \u0623\u0648 \u0644\u062f\u0649 \u0645\u0632\u0648\u062f \u0633\u062d\u0627\u0628\u064a.<\/li>\n\n<li><strong>\u0648\u0643\u064a\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u062e\u0627\u0635 \u0628\u0647\u0627.<\/strong> DeepSeek Harness \u0628\u0631\u062e\u0635\u0629 MIT \u0648\u064a\u0639\u0645\u0644 \u0645\u0639 \u0645\u0632\u0648\u062f\u064a\u0646 \u0622\u062e\u0631\u064a\u0646 \u0623\u064a\u0636\u0627\u060c \u0641\u0644\u0646 \u062a\u0643\u0648\u0646 \u0645\u0642\u064a\u062f\u0627 \u0628\u0634\u0631\u0643\u0629 \u0648\u0627\u062d\u062f\u0629.<\/li>\n\n<li><strong>\u062a\u0648\u0627\u0641\u0642 \u062c\u0627\u0647\u0632.<\/strong> \u0635\u064a\u063a\u062a\u0627 OpenAI \u0648Anthropic\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0645\u062e\u0631\u062c\u0627\u062a JSON\u060c \u0648Responses API\u060c \u064a\u0639\u0646\u064a \u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0642\u0644\u064a\u0644\u0629 \u0641\u064a \u0627\u0644\u0643\u0648\u062f.<\/li>\n\n<li><strong>\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0635\u0648\u0631 \u0645\u062f\u0645\u062c\u0629.<\/strong> Flash \u064a\u0642\u0631\u0623 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u064a\u0646\u0645\u0627 V4 Pro \u0627\u0644\u0623\u063a\u0644\u0649 \u0644\u0627 \u064a\u0642\u0631\u0623\u0647\u0627.<\/li>\n\n<li><strong>\u062d\u062f \u062a\u0632\u0627\u0645\u0646 \u0645\u0631\u062a\u0641\u0639.<\/strong> 2,500 \u0637\u0644\u0628 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u0644\u0643\u0644 \u062d\u0633\u0627\u0628\u060c \u0648\u0627\u0644\u0634\u0631\u0643\u0629 \u062a\u0642\u0648\u0644 \u0625\u0646\u0647\u0627 \u062a\u0631\u0641\u0639 \u0627\u0644\u062d\u062f \u0645\u062c\u0627\u0646\u0627 \u0639\u0646\u062f \u0627\u0644\u0637\u0644\u0628.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0639\u064a\u0648\u0628<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u0639\u0631 \u0627\u0644\u0630\u0631\u0648\u0629 \u0644\u064a\u0633 \u0627\u0644\u0623\u0631\u062e\u0635 \u0641\u064a \u0641\u0626\u062a\u0647.<\/strong> \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0639\u0627\u062f\u064a\u0629 \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629 \u0628\u0640 0.30 \u062f\u0648\u0644\u0627\u0631 \u0644\u0644\u0645\u0644\u064a\u0648\u0646\u060c \u062b\u0644\u0627\u062b\u0629 \u0623\u0636\u0639\u0627\u0641 \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0640 GPT-6 Luna \u0648Claude Haiku 5.5.<\/li>\n\n<li><strong>\u0627\u0644\u0630\u0631\u0648\u0629 \u062a\u0642\u0639 \u0641\u064a \u0635\u0628\u0627\u062d \u0627\u0644\u0639\u0645\u0644 \u0639\u0646\u062f\u0646\u0627.<\/strong> \u0644\u0648 \u0632\u0648\u0627\u0631 \u0645\u0648\u0642\u0639\u0643 \u0646\u0634\u0637\u064a\u0646 \u0645\u0646 9 \u0635\u0628\u0627\u062d\u0627 \u0625\u0644\u0649 1 \u0638\u0647\u0631\u0627 \u0628\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u062e\u0644\u064a\u062c \u0623\u0648 \u0645\u0635\u0631\u060c \u0641\u0637\u0644\u0628\u0627\u062a\u0647\u0645 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0633\u062a\u062d\u0633\u0628 \u0628\u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0623\u0639\u0644\u0649.<\/li>\n\n<li><strong>\u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u0646\u0641\u0633\u0647\u0627.<\/strong> \u0643\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0646 DeepSeek\u060c \u0648\u0647\u064a \u0627\u0644\u062a\u064a \u0627\u062e\u062a\u0627\u0631\u062a \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629.<\/li>\n\n<li><strong>\u0645\u0643\u0627\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0633\u064a\u0627\u0633\u062a\u0647\u0627.<\/strong> \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u062a\u062f\u064a\u0631\u0647\u0627 \u0634\u0631\u0643\u0629 \u0645\u0642\u0631\u0647\u0627 \u0627\u0644\u0635\u064a\u0646\u060c \u0641\u0627\u0642\u0631\u0623 \u0634\u0631\u0648\u0637 DeepSeek \u0648\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0642\u0628\u0644 \u0625\u0631\u0633\u0627\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0631\u0627\u062c\u0639 \u0645\u0627 \u064a\u0637\u0644\u0628\u0647 \u0639\u0645\u0644\u0627\u0624\u0643 \u0648\u0627\u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u0645\u062d\u0644\u064a\u0629.<\/li>\n\n<li><strong>\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u062b\u0642\u064a\u0644\u0629.<\/strong> \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u062d\u062f\u0648\u062f 763 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0627\u0645\u0644\u060c \u0648\u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0646\u0641\u0633\u0643 \u064a\u062d\u062a\u0627\u062c \u0639\u062a\u0627\u062f\u0627 \u0642\u0648\u064a\u0627.<\/li>\n\n<li><strong>Harness \u0645\u0627 \u0632\u0627\u0644 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629.<\/strong> \u0625\u0635\u062f\u0627\u0631 0.2.1 \u0646\u0633\u062e\u0629 \u0645\u0631\u0634\u062d\u0629\u060c \u0648\u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0643\u0633\u0631 \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u062a\u0648\u0642\u0639\u0629\u060c \u0648\u0644\u0645 \u064a\u062e\u0636\u0639 \u0644\u062a\u062f\u0642\u064a\u0642 \u0623\u0645\u0646\u064a.<\/li>\n\n<li><strong>\u0628\u0639\u0636 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u062a\u062c\u0631\u064a\u0628\u064a\u0629.<\/strong> \u0627\u0644\u0625\u0643\u0645\u0627\u0644 \u0645\u0646 \u0627\u0644\u0645\u0646\u062a\u0635\u0641 \u0648\u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0628\u0627\u062f\u0626\u0629 \u0645\u0627 \u0632\u0627\u0644\u0627 \u062a\u062c\u0631\u064a\u0628\u064a\u064a\u0646\u060c \u0648\u0627\u0644\u0623\u0648\u0644 \u064a\u0639\u0645\u0644 \u0641\u064a \u0648\u0636\u0639 \u0628\u062f\u0648\u0646 \u062a\u0641\u0643\u064a\u0631 \u0641\u0642\u0637.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u064a\u0641 \u064a\u0642\u0641 \u0623\u0645\u0627\u0645 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0639\u0627\u062f\u0644\u0629 \u062a\u0643\u0648\u0646 \u0645\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0639\u0646\u062f \u0627\u0644\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u0643\u0628\u0631\u0649. \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0647\u064a \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0645\u0646 \u0635\u0641\u062d\u0629 \u0643\u0644 \u0634\u0631\u0643\u0629 \u0627\u0644\u0631\u0633\u0645\u064a\u0629\u060c \u0644\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0639\u0627\u062f\u064a\u0629 \u0627\u0644\u0637\u0648\u0644.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/th><th>\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a<\/th><th>\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0645\u0646 \u0627\u0644\u0643\u0627\u0634<\/th><th>\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a<\/th><th>\u0645\u0644\u0627\u062d\u0638\u0627\u062a<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>DeepSeek V4.1 Flash 1017<\/td><td>$0.30 \u0630\u0631\u0648\u0629 \/ $0.15 \u062e\u0627\u0631\u062c\u0647\u0627<\/td><td>$0.006 \/ $0.003<\/td><td>$1.20 \/ $0.60<\/td><td>\u0633\u064a\u0627\u0642 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0648\u0623\u0648\u0632\u0627\u0646 \u0645\u0641\u062a\u0648\u062d\u0629 (MIT)<\/td><\/tr>\n<tr><td>GPT-6 Luna \u0645\u0646 OpenAI<\/td><td>$0.10<\/td><td>$0.01<\/td><td>$0.50<\/td><td>\u0633\u0639\u0631 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0642\u0635\u064a\u0631\u060c \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0637\u0648\u064a\u0644 \u0623\u063a\u0644\u0649<\/td><\/tr>\n<tr><td>Claude Haiku 5.5 \u0645\u0646 Anthropic<\/td><td>$0.10<\/td><td>$0.01<\/td><td>$0.50<\/td><td>\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0641\u0648\u0642 100 \u0623\u0644\u0641 \u062a\u0648\u0643\u0646: $0.50 \u0645\u062f\u062e\u0644\u0627\u062a \u0648$2.50 \u0645\u062e\u0631\u062c\u0627\u062a<\/td><\/tr>\n<tr><td>Gemini 3.8 Flash \u0645\u0646 Google<\/td><td>$0.75<\/td><td>$0.075<\/td><td>$3.75<\/td><td>\u0633\u0639\u0631 \u062a\u0639\u0631\u064a\u0641\u064a \u062d\u062a\u0649 31 \u062f\u064a\u0633\u0645\u0628\u0631 2026\u060c \u062b\u0645 $1.50 \u0648$7.50<\/td><\/tr>\n<tr><td>Gemini 3.5 Flash-Lite \u0645\u0646 Google<\/td><td>$0.30<\/td><td>$0.03<\/td><td>$2.50<\/td><td>\u0641\u0626\u0629 Flash \u0627\u0644\u0623\u0642\u0644 \u062a\u0643\u0644\u0641\u0629 \u0639\u0646\u062f Google<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0646\u0641\u0633 \u0645\u062b\u0627\u0644 \u0627\u0644\u0623\u0644\u0641 \u0648\u0635\u0641 \u0645\u0646\u062a\u062c\u060c \u062a\u0643\u0644\u0641\u0629 GPT-6 Luna \u0648Claude Haiku 5.5 \u0646\u062d\u0648 0.28 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0646\u0647\u0645\u0627\u060c \u0648DeepSeek \u0646\u062d\u0648 0.36 \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629 \u0623\u0648 0.72 \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629\u060c \u0648Gemini 3.8 Flash \u0646\u062d\u0648 2.10 \u062f\u0648\u0644\u0627\u0631. \u064a\u0639\u0646\u064a \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 DeepSeek \u0644\u0645 \u062a\u0639\u062f \u0627\u0644\u0623\u0631\u062e\u0635 \u062a\u0644\u0642\u0627\u0626\u064a\u0627. \u062a\u0641\u0648\u0642\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u0639\u0631 \u064a\u0638\u0647\u0631 \u0641\u064a \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629 \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u062a\u0643\u0631\u0631: \u0637\u0644\u0628 \u062d\u062c\u0645\u0647 300 \u0623\u0644\u0641 \u062a\u0648\u0643\u0646 \u064a\u0643\u0644\u0641 0.09 \u062f\u0648\u0644\u0627\u0631 \u0645\u062f\u062e\u0644\u0627\u062a \u0639\u0646\u062f DeepSeek \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629\u060c \u06480.15 \u062f\u0648\u0644\u0627\u0631 \u0639\u0646\u062f Claude Haiku 5.5 \u0628\u0633\u0639\u0631 \u0645\u0627 \u0641\u0648\u0642 100 \u0623\u0644\u0641 \u062a\u0648\u0643\u0646\u060c \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u062e\u0632\u0646 \u0641\u064a \u0627\u0644\u0643\u0627\u0634 \u0623\u0631\u062e\u0635 \u0645\u0646 \u0643\u0644 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0627\u0644\u0648\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0637 \u0646\u0641\u0633\u0647: \u0648\u0627\u062c\u0647\u0629 Search \u0645\u0646 DeepSeek \u0628\u0640 0.75 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 1,000 \u0637\u0644\u0628\u060c \u0628\u064a\u0646\u0645\u0627 OpenAI \u062a\u062d\u0627\u0633\u0628 10 \u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0644\u0643\u0644 1,000 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0628\u062d\u062b\u060c \u0648Google \u062a\u062d\u0627\u0633\u0628 14 \u062f\u0648\u0644\u0627\u0631\u0627 \u0644\u0643\u0644 1,000 \u0637\u0644\u0628 \u0628\u0639\u062f \u0623\u0648\u0644 5,000 \u0645\u062c\u0627\u0646\u064a\u0629 \u0634\u0647\u0631\u064a\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0622\u062e\u0631 \u0647\u0648 \u0627\u0644\u062a\u062d\u0643\u0645. \u0644\u0627 \u0623\u062d\u062f \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0623\u0648\u0632\u0627\u0646\u0647 \u0645\u0646\u0634\u0648\u0631\u0629\u060c \u0641\u0644\u0648 \u062a\u062d\u062a\u0627\u062c \u0623\u0646 \u062a\u0628\u0642\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0633\u064a\u0631\u0641\u0631\u0627\u062a\u0643\u060c DeepSeek \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0623\u062e\u0631\u0649 \u0647\u064a \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0648\u062d\u064a\u062f \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0623\u0641\u0636\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u062f\u064a\u0628 \u0633\u064a\u0643 V4.1 \u0641\u0644\u0627\u0634<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/strong> \u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062c\u0639\u0644\u0647 \u0645\u062d\u0631\u0643\u0627 \u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0640 Claude Code \u0623\u0648 Codex \u0623\u0648 Harness \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c \u0645\u0639 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0646\u0645\u0648\u0630\u062c \u0623\u0642\u0648\u0649 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0635\u0639\u0628\u0629.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/strong> \u0639\u0642\u0648\u062f \u0648\u0623\u062f\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0644\u0648\u0627\u0626\u062d \u0623\u0648 \u0643\u062a\u0627\u0644\u0648\u062c \u0645\u0646\u062a\u062c\u0627\u062a \u0643\u0627\u0645\u0644 \u062a\u062f\u062e\u0644 \u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0628\u062f\u0648\u0646 \u062a\u0642\u0633\u064a\u0645.<\/li>\n\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/strong> \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u0633\u0644 \u0646\u0641\u0633 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0645\u0639 \u0643\u0644 \u0631\u0633\u0627\u0644\u0629 \u0647\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0633\u0639\u0631 \u0627\u0644\u0643\u0627\u0634.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0644\u064a\u0644\u064a\u0629 \u0627\u0644\u0645\u062c\u0645\u0639\u0629.<\/strong> \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0635\u064a\u0627\u063a\u0629 \u0648\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629 \u0628\u0646\u0635\u0641 \u0627\u0644\u0633\u0639\u0631.<\/li>\n\n<li><strong>\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0635\u0648\u0631.<\/strong> \u0631\u0633\u0648\u0645 \u0628\u064a\u0627\u0646\u064a\u0629 \u0648\u0644\u0642\u0637\u0627\u062a \u0634\u0627\u0634\u0629 \u0648\u0641\u0648\u0627\u062a\u064a\u0631 \u0648\u0635\u0648\u0631 \u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0644\u0623\u0646 Flash \u064a\u0642\u0628\u0644 \u0627\u0644\u0635\u0648\u0631.<\/li>\n\n<li><strong>\u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062e\u0627\u0635.<\/strong> \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0623\u062c\u0646\u0628\u064a\u0629 \u062a\u0642\u062f\u0631 \u062a\u0633\u062a\u0636\u064a\u0641 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0628\u0631\u062e\u0635\u0629 MIT \u062f\u0627\u062e\u0644 \u0628\u064a\u0626\u062a\u0647\u0627.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a \u0647\u0630\u0627 \u0644\u0645\u0648\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0623\u0648 \u0644\u0646\u0634\u0627\u0637\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0623\u063a\u0644\u0628 \u0623\u0635\u062d\u0627\u0628 \u0645\u0648\u0627\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0627\u0644\u0623\u0645\u0631 \u0628\u0633\u064a\u0637: \u0644\u0648 \u0643\u0646\u062a \u062a\u0633\u062a\u062e\u062f\u0645 <code>deepseek-flash<\/code> \u0623\u0648 \u0623\u062d\u062f \u0623\u0633\u0645\u0627\u0621 Flash \u0627\u0644\u0642\u062f\u064a\u0645\u0629\u060c \u0641\u0623\u0646\u062a \u062d\u0635\u0644\u062a \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0623\u0641\u0636\u0644 \u0628\u0646\u0641\u0633 \u0627\u0644\u0633\u0639\u0631 \u064a\u0648\u0645 17 \u0623\u0643\u062a\u0648\u0628\u0631 \u0628\u062f\u0648\u0646 \u0623\u064a \u062a\u0639\u062f\u064a\u0644. \u0648\u0645\u0639 \u0630\u0644\u0643 \u064a\u0633\u062a\u062d\u0642 \u0627\u0644\u0623\u0645\u0631 \u0623\u0646 \u062a\u062c\u0631\u0628 \u0623\u0648\u0627\u0645\u0631\u0643 \u0627\u0644\u0645\u0639\u062a\u0627\u062f\u0629 \u0645\u0631\u0629 \u0623\u062e\u0631\u0649\u060c \u0644\u0623\u0646 \u0646\u0645\u0648\u0630\u062c\u0627 \u064a\u0643\u062a\u0628 \u0631\u062f\u0648\u062f\u0627 \u0623\u0642\u0635\u0631 \u0642\u062f \u064a\u063a\u064a\u0631 \u0634\u0643\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0646\u0627\u062a\u062c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0644\u0648 \u0644\u0645 \u062a\u0633\u062a\u062e\u062f\u0645 DeepSeek \u0628\u0639\u062f\u060c \u0641\u0647\u0630\u0647 \u0637\u0631\u064a\u0642\u0629 \u062f\u062e\u0648\u0644\u0647 \u0641\u064a \u0645\u0648\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0625\u0636\u0627\u0641\u0627\u062a \u062a\u0633\u0645\u062d \u0628\u0639\u0646\u0648\u0627\u0646 \u0645\u062e\u0635\u0635.<\/strong> \u0623\u064a \u0625\u0636\u0627\u0641\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0648 \u0643\u0648\u062f \u0645\u062e\u0635\u0635 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u062a\u062d\u062f\u064a\u062f \u0639\u0646\u0648\u0627\u0646 API \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI \u0648\u0627\u0633\u0645 \u0646\u0645\u0648\u0630\u062c\u060c \u062a\u0642\u062f\u0631 \u062a\u0648\u062c\u0647\u0647 \u0625\u0644\u0649 https:\/\/api.deepseek.com \u0645\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c <code>deepseek-flash<\/code>. \u0648\u0627\u062d\u0641\u0638 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0631\u0641\u0631\u060c \u0641\u064a <code>wp-config.php<\/code> \u0623\u0648 \u0645\u062a\u063a\u064a\u0631 \u0628\u064a\u0626\u0629\u060c \u0648\u0644\u0627 \u062a\u0636\u0639\u0647 \u0623\u0628\u062f\u0627 \u0641\u064a JavaScript \u0627\u0644\u0648\u0627\u062c\u0647\u0629.<\/li>\n\n<li><strong>\u0634\u063a\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062b\u0642\u064a\u0644\u0629 \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629.<\/strong> \u0623\u0648\u0635\u0627\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0628\u0627\u0644\u062c\u0645\u0644\u0629\u060c \u0648\u0625\u0639\u0627\u062f\u0629 \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0628\u0627\u0644\u0639\u0631\u0628\u064a \u0648\u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u060c \u0648\u0627\u0644\u0646\u0635 \u0627\u0644\u0628\u062f\u064a\u0644 \u0644\u0645\u0643\u062a\u0628\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0648\u0645\u0633\u0648\u062f\u0627\u062a \u0648\u0635\u0641 \u0627\u0644\u0633\u064a\u0648\u060c \u0643\u0644\u0647\u0627 \u0645\u0645\u0643\u0646 \u062a\u0645\u0634\u064a \u0639\u0628\u0631 \u0645\u0647\u0645\u0629 \u0645\u062c\u062f\u0648\u0644\u0629 \u0628\u0627\u0644\u0644\u064a\u0644 \u0623\u0648 \u0641\u064a \u0627\u0644\u0648\u064a\u0643 \u0625\u0646\u062f \u0628\u0646\u0635\u0641 \u0627\u0644\u062a\u0643\u0644\u0641\u0629.<\/li>\n\n<li><strong>\u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0644\u0645\u0648\u0642\u0639.<\/strong> \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0630\u064a \u064a\u0631\u062f \u0645\u0646 \u0633\u064a\u0627\u0633\u0627\u062a\u0643 \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646\u062a\u062c\u0627\u062a\u0643 \u064a\u0631\u0633\u0644 \u0646\u0641\u0633 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0637\u0648\u064a\u0644 \u0643\u0644 \u0645\u0631\u0629\u060c \u0648\u0647\u0646\u0627 \u0628\u0627\u0644\u0636\u0628\u0637 \u064a\u0638\u0647\u0631 \u0623\u062b\u0631 \u0633\u0639\u0631 \u0627\u0644\u0643\u0627\u0634 \u0627\u0644\u0645\u0646\u062e\u0641\u0636. \u0634\u0631\u062d\u0646\u0627 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0644\u0647\u0630\u0627 \u0641\u064a <a href=\"https:\/\/heshamsaad.com\/ar\/wordpress-ai-chatbot\/\">\u062f\u0644\u064a\u0644 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633<\/a>.<\/li>\n\n<li><strong>\u0627\u0646\u062a\u0628\u0647 \u0644\u0623\u062e\u0637\u0627\u0621 429.<\/strong> \u0644\u0648 \u062a\u062c\u0627\u0648\u0632\u062a \u062d\u062f \u0627\u0644\u062a\u0632\u0627\u0645\u0646 \u062a\u0631\u062c\u0639 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062e\u0637\u0623 HTTP 429. \u0645\u0648\u0642\u0639 \u0635\u063a\u064a\u0631 \u0644\u0646 \u064a\u0635\u0644 \u0625\u0644\u0649 2,500 \u0637\u0644\u0628 \u0645\u062a\u0632\u0627\u0645\u0646\u060c \u0644\u0643\u0646 \u0633\u0643\u0631\u0628\u062a\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0628\u0627\u0644\u062c\u0645\u0644\u0629 \u0644\u0627\u0632\u0645 \u062a\u0639\u064a\u062f \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629 \u0628\u0639\u062f \u0645\u0647\u0644\u0629. \u0648\u062a\u0648\u0641\u0631 DeepSeek \u062d\u0642\u0644 <code>user_id<\/code> \u0627\u0644\u0630\u064a \u064a\u0641\u0635\u0644 \u0641\u062d\u0648\u0635 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u0643\u0627\u0634 \u0648\u0627\u0644\u062c\u062f\u0648\u0644\u0629 \u0644\u0643\u0644 \u0645\u0633\u062a\u062e\u062f\u0645 \u0646\u0647\u0627\u0626\u064a\u060c \u0648\u062f\u0647 \u0645\u0641\u064a\u062f \u0641\u064a \u0645\u0648\u0642\u0639 \u0639\u0644\u064a\u0647 \u0632\u0648\u0627\u0631 \u0643\u062b\u064a\u0631\u0648\u0646.<\/li>\n\n<li><strong>\u0642\u0631\u0631 \u0645\u0648\u0636\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0628\u0644 \u0627\u0644\u0628\u0646\u0627\u0621.<\/strong> \u0644\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0639\u0627\u0645 \u0645\u062b\u0644 \u0645\u0633\u0648\u062f\u0627\u062a \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0648\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u063a\u0627\u0644\u0628\u0627 \u0645\u0646\u0627\u0633\u0628\u0629. \u0623\u0645\u0627 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0623\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u062e\u0635\u064a\u0629\u060c \u0641\u0631\u0627\u062c\u0639 \u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0639\u0645\u0644\u0627\u0626\u0643\u060c \u0623\u0648 \u0641\u0643\u0631 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629. \u0648\u0642\u0627\u0626\u0645\u0629 <a href=\"https:\/\/heshamsaad.com\/ar\/wordpress-ai-plugin-security\/\">\u0623\u0645\u0627\u0646 \u0625\u0636\u0627\u0641\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633<\/a> \u0628\u062f\u0627\u064a\u0629 \u062c\u064a\u062f\u0629.<\/li>\n\n<li><strong>\u062e\u0644\u064a \u0639\u0646\u062f\u0643 \u0645\u0632\u0648\u062f \u0628\u062f\u064a\u0644.<\/strong> \u0644\u0623\u0646 DeepSeek \u0648OpenAI \u0648Anthropic \u062a\u062a\u0634\u0627\u0631\u0643 \u0635\u064a\u063a \u0627\u0644\u0648\u0627\u062c\u0647\u0629\u060c \u062a\u0642\u062f\u0631 \u062a\u0628\u0646\u064a \u0627\u0644\u0631\u0628\u0637 \u0628\u062d\u064a\u062b \u064a\u062a\u063a\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a. \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u062a\u063a\u064a\u0631 \u0643\u0644 \u0643\u0627\u0645 \u0623\u0633\u0628\u0648\u0639\u060c \u0648\u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0644\u0627 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062d\u062a\u0627\u062c \u0625\u0639\u0627\u062f\u0629 \u0628\u0646\u0627\u0621.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0645\u0627 \u0644\u0644\u0648\u0643\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646\u060c \u0641\u0648\u062c\u0648\u062f Harness \u0648\u0623\u062f\u0644\u0629 Claude Code \u0648Codex \u064a\u0639\u0646\u064a \u0623\u0646 DeepSeek \u0645\u0645\u0643\u0646 \u062a\u0643\u0648\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u064a\u0648\u0645\u064a \u0641\u064a \u0634\u063a\u0644 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0648\u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a. \u0648\u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0639\u0642\u0648\u0644 \u064a\u0643\u0648\u0646 \u0643\u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0634\u062a\u063a\u0644 \u0639\u0644\u0649 \u0646\u0633\u062e\u0629\u060c \u0644\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062d\u064a.<\/strong> \u0648\u062c\u0647 \u0627\u0644\u0648\u0643\u064a\u0644 \u0625\u0644\u0649 \u0646\u0633\u062e\u0629 \u0645\u062d\u0644\u064a\u0629 \u0623\u0648 staging \u0645\u0646 \u0627\u0644\u0642\u0627\u0644\u0628 \u0623\u0648 \u0627\u0644\u0625\u0636\u0627\u0641\u0629\u060c \u062f\u0627\u062e\u0644 \u062d\u0627\u0648\u064a\u0629 \u0623\u0648 \u062c\u0647\u0627\u0632 \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0643\u0645\u0627 \u064a\u0646\u0635\u062d \u0645\u0644\u0641 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0645\u0646 DeepSeek. \u0648\u0644\u0627 \u062a\u0639\u0637\u0647 \u0645\u0644\u0641 <code>wp-config.php<\/code> \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u0644\u0627 \u0643\u0644\u0645\u0629 \u0633\u0631 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0644\u0627 \u0645\u0641\u0627\u062a\u064a\u062d SSH \u0644\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629.<\/li>\n\n<li><strong>\u0627\u062c\u0639\u0644 Git \u0634\u0628\u0643\u0629 \u0627\u0644\u0623\u0645\u0627\u0646.<\/strong> \u0625\u0636\u0627\u0641\u0629 Git Worktrees \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u062a\u062e\u0644\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u064a\u0634\u062a\u063a\u0644 \u0641\u064a \u0646\u0633\u062e\u0629 \u0645\u0646\u0641\u0635\u0644\u0629\u060c \u0641\u062a\u0631\u0627\u062c\u0639 \u062a\u0639\u062f\u064a\u0644\u0627\u062a\u0647 \u0643\u0641\u0631\u0648\u0642 \u0639\u0627\u062f\u064a\u0629 \u0642\u0628\u0644 \u0627\u0644\u062f\u0645\u062c.<\/li>\n\n<li><strong>\u0645\u0631\u0627\u062c\u0639\u0629 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0633\u062d\u0628.<\/strong> \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u0641\u0638 \u0642\u0627\u0644\u0628\u0647\u0627 \u0639\u0644\u0649 GitHub \u062a\u0642\u062f\u0631 \u062a\u062c\u0631\u0628 \u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a \u0627\u0644\u0630\u064a \u064a\u0641\u062a\u062d \u062c\u0644\u0633\u0629 \u0645\u0631\u0627\u062c\u0639\u0629 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 \u0641\u0642\u0637 \u0639\u0646\u062f\u0645\u0627 \u064a\u0635\u0628\u062d \u0637\u0644\u0628 \u0627\u0644\u0633\u062d\u0628 \u062c\u0627\u0647\u0632\u0627. \u0648\u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u062f\u0645\u062c \u062a\u0628\u0642\u0649 \u0644\u0634\u062e\u0635 \u0645\u0646 \u0627\u0644\u0641\u0631\u064a\u0642.<\/li>\n\n<li><strong>\u0627\u0643\u062a\u0628 AGENTS.md \u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629.<\/strong> \u0636\u0639 \u0641\u064a\u0647 \u0642\u0648\u0627\u0639\u062f \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0639\u0646\u062f\u0643\u0645 (\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0643\u0648\u062f\u060c \u0648\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0648\u062a\u0623\u0645\u064a\u0646 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u060c \u0648\u0646\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u0631\u062c\u0645\u0629\u060c \u0648\u0639\u062f\u0645 \u0627\u0644\u0645\u0633\u0627\u0633 \u0628\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0646\u0648\u0627\u0629 \u0623\u0648 \u0645\u062c\u0644\u062f\u0627\u062a vendor) \u062d\u062a\u0649 \u062a\u0628\u062f\u0623 \u0643\u0644 \u062c\u0644\u0633\u0629 \u0628\u0647\u0627.<\/li>\n\n<li><strong>\u0627\u062e\u062a\u0628\u0631 \u0642\u0628\u0644 \u0627\u0644\u0646\u0634\u0631.<\/strong> \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0630\u064a \u064a\u0643\u062a\u0628\u0647 \u0627\u0644\u0648\u0643\u064a\u0644 \u064a\u062d\u062a\u0627\u062c \u0641\u062d\u0635\u0627 \u062d\u0642\u064a\u0642\u064a\u0627 \u0639\u0644\u0649 staging: \u0623\u062e\u0637\u0627\u0621 PHP\u060c \u0648\u0635\u0641\u062d\u0629 \u0627\u0644\u062f\u0641\u0639 \u0641\u064a WooCommerce\u060c \u0648\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0635\u0641\u062d\u0627\u062a \u0645\u0646 \u0627\u0644\u064a\u0645\u064a\u0646 \u0644\u0644\u064a\u0633\u0627\u0631 \u0644\u0644\u0639\u0631\u0628\u064a\u060c \u0648\u0633\u0631\u0639\u0629 \u0627\u0644\u0645\u0648\u0642\u0639.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0643\u0644\u0645\u0646\u0627 \u0639\u0646 \u0647\u0630\u0627 \u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644 \u0641\u064a \u0645\u0642\u0627\u0644 <a href=\"https:\/\/heshamsaad.com\/ar\/build-wordpress-site-with-ai\/\">\u0628\u0646\u0627\u0621 \u0645\u0648\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0648 \u062a\u0631\u064a\u062f \u0645\u064a\u0632\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062f\u0627\u062e\u0644 \u0645\u0648\u0642\u0639\u0643 \u0645\u0628\u0646\u064a\u0629 \u0635\u062d\u060c \u0628\u0645\u0641\u062a\u0627\u062d \u0645\u062d\u0645\u064a \u0648\u062a\u0643\u0644\u0641\u0629 \u062a\u062d\u062a \u0627\u0644\u0633\u064a\u0637\u0631\u0629 \u0648\u0645\u0632\u0648\u062f \u062a\u0642\u062f\u0631 \u062a\u063a\u064a\u0631\u0647\u060c \u0641\u062e\u062f\u0645\u0629 <a href=\"https:\/\/heshamsaad.com\/ar\/wordpress-development\/\">\u062a\u0637\u0648\u064a\u0631 \u0645\u0648\u0627\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633<\/a> \u0639\u0646\u062f\u0646\u0627 \u062a\u062a\u0648\u0644\u0649 \u0627\u0644\u0623\u0645\u0631 \u0645\u0646 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u062d\u062a\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642. \u0648\u062a\u0642\u062f\u0631 \u0643\u0645\u0627\u0646 <a href=\"https:\/\/heshamsaad.com\/ar\/free-consultation\/\">\u062a\u062d\u062c\u0632 \u0627\u0633\u062a\u0634\u0627\u0631\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/a> \u0644\u0646\u0639\u0631\u0641 \u0645\u0639\u0627 \u0623\u064a \u0646\u0645\u0648\u0630\u062c \u064a\u0646\u0627\u0633\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0643 \u0648\u0645\u064a\u0632\u0627\u0646\u064a\u062a\u0643.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0643\u0648\u062f \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 DeepSeek V4.1 Flash 1017\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627. \u0627\u0633\u0645 <code>deepseek-flash<\/code> \u064a\u0634\u063a\u0644 \u0627\u0644\u0622\u0646 \u0646\u0633\u062e\u0629 1017\u060c \u0648\u0627\u0644\u0627\u0633\u0645\u0627\u0646 \u0627\u0644\u0642\u062f\u064a\u0645\u0627\u0646 <code>deepseek-v4-flash<\/code> \u0648<code>deepseek-v4-flash-vision-exp<\/code> \u064a\u062a\u062d\u0648\u0644\u0627\u0646 \u0625\u0644\u064a\u0647\u0627 \u0623\u064a\u0636\u0627\u060c \u0648DeepSeek \u062a\u0642\u0648\u0644 \u0625\u0646 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0644\u0645 \u062a\u062a\u063a\u064a\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u0632\u0627\u062f \u0627\u0644\u0633\u0639\u0631 \u0645\u0639 \u0627\u0644\u062a\u062d\u062f\u064a\u062b\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627. \u0633\u062c\u0644 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u064a\u0642\u0648\u0644 \u0625\u0646 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0643\u0645\u0627 \u0647\u064a: 0.30 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0645\u062f\u062e\u0644\u0627\u062a\u060c \u06480.006 \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0645\u0646 \u0627\u0644\u0643\u0627\u0634\u060c \u06481.20 \u0644\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0648\u0642\u062a \u0627\u0644\u0630\u0631\u0648\u0629\u060c \u0648\u0646\u0635\u0641 \u0630\u0644\u0643 \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u062a\u0649 \u062a\u0643\u0648\u0646 \u0633\u0627\u0639\u0627\u062a \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0630\u0631\u0648\u0629 \u0645\u0646 01:00 \u0625\u0644\u0649 04:00 \u0648\u0645\u0646 06:00 \u0625\u0644\u0649 10:00 \u0628\u062a\u0648\u0642\u064a\u062a UTC \u0641\u064a \u0623\u064a\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u060c \u0628\u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u0627\u0644\u0639\u0637\u0644\u0627\u062a \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u0646\u060c \u0648\u0643\u0644 \u0645\u0627 \u0639\u062f\u0627\u0647\u0627 \u062e\u0627\u0631\u062c \u0627\u0644\u0630\u0631\u0648\u0629 \u0648\u0645\u0646\u0647 \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0623\u0633\u0628\u0648\u0639. \u0628\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u0631\u064a\u0627\u0636 \u064a\u0639\u0646\u064a \u0630\u0644\u0643 \u0623\u0646 \u0627\u0644\u0630\u0631\u0648\u0629 \u0645\u0646 4 \u0625\u0644\u0649 7 \u0635\u0628\u0627\u062d\u0627 \u0648\u0645\u0646 9 \u0635\u0628\u0627\u062d\u0627 \u0625\u0644\u0649 1 \u0638\u0647\u0631\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u0623\u0642\u062f\u0631 \u0623\u0634\u063a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0633\u064a\u0631\u0641\u0631\u064a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0639\u0645. \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0639\u0644\u0649 Hugging Face \u0648ModelScope \u0628\u0631\u062e\u0635\u0629 MIT\u060c \u0644\u0643\u0646 \u062d\u062c\u0645\u0647\u0627 \u0641\u064a \u062d\u062f\u0648\u062f 763 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0627\u0645\u0644\u060c \u0641\u062a\u062d\u062a\u0627\u062c \u0633\u064a\u0631\u0641\u0631\u0627 \u0628\u0639\u062f\u0629 \u0643\u0631\u0648\u062a \u0634\u0627\u0634\u0629 \u0623\u0648 \u0645\u0632\u0648\u062f \u0633\u062d\u0627\u0628\u064a \u0644\u0644\u0640 GPU\u060c \u0648\u0644\u064a\u0633 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0645\u0648\u0627\u0642\u0639 \u0639\u0627\u062f\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 DeepSeek V4.1 Flash \u0623\u0641\u0636\u0644 \u0645\u0646 Claude \u0623\u0648 GPT\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062d\u0633\u0628 \u062c\u062f\u0648\u0644 DeepSeek \u0646\u0641\u0633\u0647\u0627\u060c \u062a\u062a\u0641\u0648\u0642 1017 \u0639\u0644\u0649 Kimi K3 \u0648GLM-5.3 \u0648GPT-5.6 Sol \u0641\u064a \u0623\u063a\u0644\u0628 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u0628\u0642\u0649 \u062e\u0644\u0641 Claude Opus 5. \u0648\u0623\u0645\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u062e\u064a\u0635\u0629 \u0645\u062b\u0644 GPT-6 Luna \u0648Claude Haiku 5.5\u060c \u0645\u064a\u0632\u062a\u0647\u0627 \u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0648\u0627\u0644\u0643\u0627\u0634 \u0627\u0644\u0631\u062e\u064a\u0635 \u062c\u062f\u0627 \u0648\u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u0644\u0627 \u0641\u064a \u0633\u0639\u0631 \u0623\u0633\u0627\u0633\u064a \u0623\u0642\u0644.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 DeepSeek Harness \u0625\u062c\u0628\u0627\u0631\u064a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627. Harness \u0647\u0648 \u0627\u0644\u0648\u0643\u064a\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0646 DeepSeek \u0648\u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u064a \u0636\u0628\u0637\u062a \u0639\u0644\u064a\u0647\u0627 1017\u060c \u0644\u0643\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u062a\u0646\u0634\u0631 \u0623\u064a\u0636\u0627 \u0623\u062f\u0644\u0629 \u0625\u0639\u062f\u0627\u062f \u0644\u0640 Claude Code \u0648Codex \u0648OpenCode \u0648WorkBuddy \u0648CodeBuddy \u0648\u0623\u062f\u0648\u0627\u062a \u0623\u062e\u0631\u0649.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 DeepSeek Harness 0.2.1 \u0645\u0633\u062a\u0642\u0631\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u064a\u0633 \u0628\u0639\u062f. \u0639\u0644\u0649 GitHub \u0645\u0627 \u0632\u0627\u0644 0.2.1 \u0645\u0646\u0634\u0648\u0631\u0627 \u0643\u0646\u0633\u062e \u0645\u0631\u0634\u062d\u0629\u060c \u0648\u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u064a\u0635\u0641 \u0646\u0641\u0633\u0647 \u0628\u0623\u0646\u0647 \u0645\u0639\u0627\u064a\u0646\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0639 \u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0642\u0627\u062f\u0645\u0629 \u062a\u0643\u0633\u0631 \u0627\u0644\u062a\u0648\u0627\u0641\u0642. \u0648\u0645\u0644\u0641 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0645\u0646 DeepSeek \u064a\u0646\u0635\u062d \u0628\u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0623\u0642\u0644 \u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0645\u0645\u0643\u0646\u0629\u060c \u0648\u064a\u0641\u0636\u0644 \u062f\u0627\u062e\u0644 \u062c\u0647\u0627\u0632 \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0623\u0648 \u062d\u0627\u0648\u064a\u0629\u060c \u0645\u0639 \u0646\u0633\u062e \u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u0627\u062c\u0639<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/api-docs.deepseek.com\/news\/news261017\" rel=\"noopener\" target=\"_blank\">DeepSeek-V4.1-Flash-1017: Wish-Driven Programming Made Real, DeepSeek News<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/updates\" rel=\"noopener\" target=\"_blank\">DeepSeek API Change Log<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/quick_start\/pricing\" rel=\"noopener\" target=\"_blank\">DeepSeek Models and Pricing<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/quick_start\/rate_limit\" rel=\"noopener\" target=\"_blank\">DeepSeek Rate Limit<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/\" rel=\"noopener\" target=\"_blank\">DeepSeek API Docs: Your First API Call<\/a><\/li>\n\n<li><a href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-V4.1-Flash-1017\" rel=\"noopener\" target=\"_blank\">DeepSeek-V4.1-Flash-1017 model card, Hugging Face<\/a><\/li>\n\n<li><a href=\"https:\/\/deepseek-harness.github.io\/deepseek-harness\/en\/guide\/quickstart\" rel=\"noopener\" target=\"_blank\">DeepSeek Harness Quick Start<\/a><\/li>\n\n<li><a href=\"https:\/\/github.com\/deepseek-ai\/deepseek-harness\" rel=\"noopener\" target=\"_blank\">DeepSeek Harness repository, GitHub<\/a><\/li>\n\n<li><a href=\"https:\/\/github.com\/deepseek-ai\/deepseek-harness\/releases\" rel=\"noopener\" target=\"_blank\">DeepSeek Harness releases, GitHub<\/a><\/li>\n\n<li><a href=\"https:\/\/github.com\/deepseek-ai\/deepseek-harness\/blob\/main\/SAFETY.md\" rel=\"noopener\" target=\"_blank\">DeepSeek Harness safety notice, GitHub<\/a><\/li>\n\n<li><a href=\"https:\/\/deepseek-harness.github.io\/deepseek-harness\/en\/guide\/providers\" rel=\"noopener\" target=\"_blank\">DeepSeek Harness: Configure models<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/quick_start\/agent_integrations\/claude_code\" rel=\"noopener\" target=\"_blank\">DeepSeek guide: Integrate with Claude Code<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/quick_start\/agent_integrations\/codex\" rel=\"noopener\" target=\"_blank\">DeepSeek guide: Integrate with Codex<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/quick_start\/agent_integrations\/opencode\" rel=\"noopener\" target=\"_blank\">DeepSeek guide: Integrate with OpenCode<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/quick_start\/agent_integrations\/workbuddy\" rel=\"noopener\" target=\"_blank\">DeepSeek guide: Integrate with WorkBuddy and CodeBuddy<\/a><\/li>\n\n<li><a href=\"https:\/\/api-docs.deepseek.com\/guides\/search\" rel=\"noopener\" target=\"_blank\">DeepSeek Search and Fetch guide<\/a><\/li>\n\n<li><a href=\"https:\/\/x.com\/deepseek_ai\/status\/2111375640717033777\" rel=\"noopener\" target=\"_blank\">DeepSeek announcement on X<\/a><\/li>\n\n<li><a href=\"https:\/\/x.com\/DeepSeekHarness\/status\/2111376365497077958\" rel=\"noopener\" target=\"_blank\">DeepSeek Harness 0.2.1 announcement on X<\/a><\/li>\n\n<li><a href=\"https:\/\/platform.openai.com\/docs\/pricing\" rel=\"noopener\" target=\"_blank\">OpenAI API pricing<\/a><\/li>\n\n<li><a href=\"https:\/\/platform.claude.com\/docs\/en\/about-claude\/pricing\" rel=\"noopener\" target=\"_blank\">Claude API pricing<\/a><\/li>\n\n<li><a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/pricing\" rel=\"noopener\" target=\"_blank\">Gemini API pricing<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0634\u0631\u062d DeepSeek V4.1 Flash 1017 \u0648Harness 0.2.1: \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0648\u0646 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