{"id":20439,"date":"2025-11-26T20:14:56","date_gmt":"2025-11-26T16:44:56","guid":{"rendered":"https:\/\/hamiya.shop\/jurnal\/?p=20439"},"modified":"2025-11-26T20:14:58","modified_gmt":"2025-11-26T16:44:58","slug":"claude-opus-4-5-ai-coding-agent","status":"publish","type":"post","link":"https:\/\/hamiya.shop\/jurnal\/claude-opus-4-5-ai-coding-agent\/","title":{"rendered":"Claude 4.5 Opus : \u0633\u0644\u0637\u0627\u0646 \u062c\u062f\u06cc\u062f \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0648 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc Anthropic"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-generative-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f<\/a>\u060c \u062f\u06cc\u06af\u0631 \u0635\u0631\u0641\u0627\u064b \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0646\u0638\u0631\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f\u061b \u0628\u0644\u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u0627\u0642\u062a\u0635\u0627\u062f \u062c\u0647\u0627\u0646\u06cc \u0628\u062f\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0648 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0631\u0627 \u0627\u0632 \u0646\u0648 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u062e\u0637 \u0645\u0642\u062f\u0645 \u0627\u06cc\u0646 \u062a\u062d\u0648\u0644\u060c <a href=\"https:\/\/hamiya.shop\/jurnal\/introducing-claude-and-anthropic\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0634\u0631\u06a9\u062a \u0622\u0646\u062a\u0631\u0648\u067e\u06cc\u06a9<\/a> \u0628\u0627 \u0631\u0648\u0646\u0645\u0627\u06cc\u06cc \u0627\u0632 Claude Opus 4.5\u060c \u0645\u062f\u0644\u06cc \u06a9\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 &#8220;\u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0628\u0631\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-intelligent-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631&#8221; \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u060c \u06cc\u06a9 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u062c\u062f\u06cc\u062f \u0648 \u0628\u06cc\u200c\u0633\u0627\u0628\u0642\u0647 \u0631\u0627 \u067e\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0631\u0632\u06cc \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0628\u0647\u0627\u0645 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u062f\u0633\u062a\u06cc\u060c \u0646\u0647 \u062a\u0646\u0647\u0627 \u0648\u0638\u0627\u06cc\u0641 \u0631\u0648\u0632\u0645\u0631\u0647 \u0645\u0627\u0646\u0646\u062f \u06a9\u0627\u0631 \u0628\u0627 \u0635\u0641\u062d\u0627\u062a \u06af\u0633\u062a\u0631\u062f\u0647 \u0648 \u0627\u0633\u0644\u0627\u06cc\u062f\u0647\u0627 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u062f\u060c \u0628\u0644\u06a9\u0647 \u062f\u0631 \u062d\u0644 \u0628\u0627\u06af\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0686\u0646\u062f\u0633\u06cc\u0633\u062a\u0645\u06cc \u0646\u06cc\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u062d\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u062a\u0631\u06cc \u0641\u0646\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0627 \u06cc\u06a9 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0627\u0642\u062a\u0635\u0627\u062f\u06cc \u0648 \u0627\u0645\u0646\u06cc\u062a\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u062a\u06a9\u0645\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a. Claude Opus 4.5 \u0628\u0647 \u0644\u0637\u0641 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646 \u0634\u06af\u0631\u0641\u060c \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062f\u0631 \u0633\u0637\u062d \u0627\u0648\u067e\u0648\u0633 \u0631\u0627 \u0628\u0627 \u0647\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0639\u0631\u0636\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062a\u0644\u0627\u0634 (Effort Parameter) \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0622\u0632\u0627\u062f\u06cc \u0639\u0645\u0644 \u0648 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0627\u0645\u0644 \u0628\u0631 \u062a\u0648\u0627\u0632\u0646 \u0645\u06cc\u0627\u0646 \u0647\u0632\u06cc\u0646\u0647 \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0645\u0647\u0645\u200c\u062a\u0631 \u0622\u0646\u06a9\u0647\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0646\u0633\u062c\u0645\u200c\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc\u06a9 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0645\u0642\u0627\u0648\u0645\u062a \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062a\u0632\u0631\u06cc\u0642 \u067e\u0631\u0627\u0645\u067e\u062a\u060c \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0633\u0637\u062d \u0627\u06cc\u0645\u0646\u06cc LLM \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0628\u0647\u200c\u0637\u0648\u0631 \u0639\u0645\u06cc\u0642 \u0628\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0627\u06cc\u0646 \u0646\u0648\u0622\u0648\u0631\u06cc\u200c\u0647\u0627 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645 \u0648 \u06a9\u0634\u0641 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 Opus 4.5 \u062f\u0631 \u062d\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f\u0646 \u0645\u0627\u0647\u06cc\u062a \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u0622\u06cc\u0646\u062f\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0633\u062a.<\/p>\n\n\n\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents toc\"><h2><strong>\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/strong><\/h2><ul><li><a href=\"#h-\u0627\u0633\u062a\u062f\u0644\u0627\u0644-\u0641\u0648\u0642-\u0627\u0644\u0639\u0627\u062f\u0647-\u0686\u0631\u0627-claude-opus-4-5-\u062f\u0631-\u062d\u0644-\u0627\u0628\u0647\u0627\u0645-\u0645\u0648\u0636\u0648\u0639-\u0631\u0627-\u062f\u0631\u06a9-\u0645\u06cc-\u06a9\u0646\u062f\" data-level=\"2\">\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647: \u0686\u0631\u0627 Claude Opus 4.5 \u062f\u0631 \u062d\u0644 \u0627\u0628\u0647\u0627\u0645 &#8220;\u0645\u0648\u0636\u0648\u0639 \u0631\u0627 \u062f\u0631\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f&#8221;\u061f<\/a><\/li><li><a href=\"#h-\u0627\u0645\u062a\u06cc\u0627\u0632-\u0628\u06cc-\u0633\u0627\u0628\u0642\u0647-opus-4-5-\u062f\u0631-\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u0647\u0627\u06cc-\u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc-\u0648-\u0645\u0647\u0646\u062f\u0633\u06cc-\u0646\u0631\u0645-\u0627\u0641\u0632\u0627\u0631-swe-bench\" data-level=\"2\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0628\u06cc\u200c\u0633\u0627\u0628\u0642\u0647 Opus 4.5 \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0648 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 ( SWE-Bench )<\/a><\/li><li><a href=\"#h-\u0628\u0647\u0628\u0648\u062f-\u0627\u06cc\u0645\u0646\u06cc-\u0645\u0642\u0627\u0648\u0645\u062a-\u0628\u06cc-\u0646\u0638\u06cc\u0631-claude-opus-4-5-\u062f\u0631-\u0628\u0631\u0627\u0628\u0631-\u062d\u0645\u0644\u0627\u062a-\u062a\u0632\u0631\u06cc\u0642-\u067e\u0631\u0627\u0645\u067e\u062a\" data-level=\"2\">\u0628\u0647\u0628\u0648\u062f \u0627\u06cc\u0645\u0646\u06cc: \u0645\u0642\u0627\u0648\u0645\u062a \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 Claude Opus 4.5 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062d\u0645\u0644\u0627\u062a \u062a\u0632\u0631\u06cc\u0642 \u067e\u0631\u0627\u0645\u067e\u062a<\/a><\/li><li><a href=\"#h-\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc-\u062c\u062f\u06cc\u062f-api-\u06a9\u0646\u062a\u0631\u0644-\u062a\u0644\u0627\u0634-\u0648-\u06a9\u0627\u0631\u0627\u06cc\u06cc-\u062a\u0648\u06a9\u0646-\u062f\u0631-\u067e\u0644\u062a\u0641\u0631\u0645-\u062a\u0648\u0633\u0639\u0647-\u062f\u0647\u0646\u062f\u06af\u0627\u0646-claude\" data-level=\"2\">\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f API : \u06a9\u0646\u062a\u0631\u0644 \u062a\u0644\u0627\u0634 \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646 \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 Claude<\/a><\/li><li><a href=\"#h-\u0646\u0648\u0622\u0648\u0631\u06cc-\u0647\u0627\u06cc-\u06a9\u0627\u0631\u0628\u0631\u06cc-\u0627\u0632-claude-code-\u062f\u0633\u06a9\u062a\u0627\u067e-\u062a\u0627-\u0686\u062a-\u0628\u06cc-\u067e\u0627\u06cc\u0627\u0646-\u0648-\u0627\u0641\u0632\u0648\u0646\u0647-\u0647\u0627\u06cc-chrome-excel\" data-level=\"2\">\u0646\u0648\u0622\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc: \u0627\u0632 Claude Code \u062f\u0633\u06a9\u062a\u0627\u067e \u062a\u0627 \u0686\u062a \u0628\u06cc\u200c\u067e\u0627\u06cc\u0627\u0646 \u0648 \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0647\u0627\u06cc Chrome\/Excel<\/a><\/li><li><a href=\"#h-\u062c\u0645\u0639-\u0628\u0646\u062f\u06cc\" data-level=\"2\">\u062c\u0645\u0639 \u0628\u0646\u062f\u06cc<\/a><\/li><li><a href=\"#h-\u0633\u0648\u0627\u0644\u0627\u062a-\u0645\u062a\u062f\u0627\u0648\u0644\" data-level=\"2\">\u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/a><\/li><\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062f\u0644 \u062c\u062f\u06cc\u062f \u0634\u0631\u06a9\u062a Anthropic\u060c \u06cc\u0639\u0646\u06cc Claude Opus 4.5\u060c \u0627\u0632 25 \u0646\u0648\u0627\u0645\u0628\u0631 2025 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-are-large-language-models\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM)<\/a> \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f\u060c \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0627\u0635 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u062f\u0631 \u062c\u0647\u0627\u0646 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647\u200c\u0627\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI Agents) \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0632 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0627\u0631\u062a\u0642\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u0627\u06cc \u0631\u0627 \u062f\u0631 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0628\u0644\u06a9\u0647 \u062f\u0631 \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0645\u0627\u0646\u0646\u062f \u0627\u0646\u062c\u0627\u0645 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0639\u0645\u06cc\u0642\u060c \u062a\u062d\u0644\u06cc\u0644 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc (\u0634\u0628\u06cc\u0647 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0627 \u0635\u0641\u062d\u0627\u062a \u06af\u0633\u062a\u0631\u062f\u0647 spreadsheets) \u0648 \u062a\u0647\u06cc\u0647 \u0627\u0631\u0627\u0626\u0647\u200c\u0647\u0627\u06cc \u062c\u0627\u0645\u0639 (\u0645\u0634\u0627\u0628\u0647 \u06a9\u0627\u0631 \u0628\u0627 \u0627\u0633\u0644\u0627\u06cc\u062f\u0647\u0627) \u0646\u06cc\u0632 \u0628\u0647 \u0634\u06a9\u0644 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0647\u0628\u0648\u062f \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 Opus 4.5 \u0631\u0627 \u06cc\u06a9 \u062c\u0647\u0634 \u0642\u0627\u0628\u0644 \u0645\u0644\u0627\u062d\u0638\u0647 \u062f\u0631 \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u06a9 \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u0627\u0632 \u062a\u062d\u0648\u0644\u0627\u062a \u0628\u0632\u0631\u06af\u062a\u0631 \u062f\u0631 \u0634\u06cc\u0648\u0647\u200c\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0631\u0647\u0627 \u062a\u0648\u0633\u0637 \u0627\u0646\u0633\u0627\u0646 \u0648 \u0645\u0627\u0634\u06cc\u0646 \u062a\u0644\u0642\u06cc \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627 \u062c\u0627\u06cc\u06af\u0627\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u062f\u0631 \u0632\u0645\u0631\u0647 \u0645\u062f\u0644 \u0645\u0631\u0632\u06cc (Frontier Model) \u062a\u062b\u0628\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Claude Opus 4.5 \u062f\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0648 \u0648\u0627\u0642\u0639\u06cc\u060c \u0645\u0639\u06cc\u0627\u0631 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 (State-of-the-Art) \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627\u06cc \u0622\u0646 \u062f\u0631 \u062d\u0644 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0648 \u062a\u0648\u0644\u06cc\u062f \u06a9\u062f\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-swe-bench-Claude-opus-4.5-1024x683.webp\" alt=\"software engineering swe bench Claude opus 4.5\" class=\"wp-image-20449\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-swe-bench-Claude-opus-4.5-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-swe-bench-Claude-opus-4.5-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-swe-bench-Claude-opus-4.5-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-swe-bench-Claude-opus-4.5-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-swe-bench-Claude-opus-4.5-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-swe-bench-Claude-opus-4.5.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0645\u0631\u0648\u0632\u060c \u0645\u062f\u0644 Opus 4.5 \u0647\u0645 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0634\u0631\u06a9\u062a Anthropic \u0648 \u0647\u0645 \u0627\u0632 \u0637\u0631\u06cc\u0642 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-application-programming-interface\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0631\u0627\u0628\u0637 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc (API)<\/a> \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0631 \u0631\u0648\u06cc \u0647\u0631 \u0633\u0647 \u067e\u0644\u062a\u0641\u0631\u0645 \u0627\u0635\u0644\u06cc \u062e\u062f\u0645\u0627\u062a \u0627\u0628\u0631\u06cc\u060c \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f. \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Claude API \u0648 \u0628\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0634\u0646\u0627\u0633\u0647 claude-opus-4-5-20251101 \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0622\u0646 \u0628\u0647\u0631\u0647\u200c\u0645\u0646\u062f \u0634\u0648\u0646\u062f. \u0633\u0627\u062e\u062a\u0627\u0631 \u0627\u0642\u062a\u0635\u0627\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI Model Economics) \u0627\u06cc\u0646 \u0634\u0631\u06a9\u062a \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u061b \u0628\u0647\u200c\u0637\u0648\u0631\u06cc\u200c\u06a9\u0647 \u0642\u06cc\u0645\u062a\u200c\u06af\u0630\u0627\u0631\u06cc \u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0628\u0647 $5\/$25 \u062a\u063a\u06cc\u06cc\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9\u060c \u0627\u0645\u06a9\u0627\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062f\u0631 \u0633\u0637\u062d Opus \u0631\u0627 \u0628\u0631\u0627\u06cc \u0637\u06cc\u0641 \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u062a\u0631\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646\u060c \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0648 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06a9\u0647 \u0627\u06cc\u0646 \u062e\u0648\u062f \u0639\u0627\u0645\u0644\u06cc \u0645\u0624\u062b\u0631 \u062f\u0631 \u06af\u0633\u062a\u0631\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0633\u0637 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0627 \u0645\u0639\u0631\u0641\u06cc Claude Opus 4.5\u060c \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0646\u06cc\u0632 \u0628\u0631\u0627\u06cc \u067e\u0644\u062a\u0641\u0631\u0645 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u06cc Claude\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc Claude Code \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc (consumer apps) \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627 \u0634\u0627\u0645\u0644 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0646\u0648\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u062c\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u062a\u0631 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc\u06cc \u0646\u0638\u06cc\u0631 Excel\u060c \u0645\u0631\u0648\u0631\u06af\u0631 Chrome \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u062f\u0633\u06a9\u062a\u0627\u067e \u0627\u0633\u062a. \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc Claude\u060c \u0645\u0634\u06a9\u0644 \u0642\u0637\u0639 \u0634\u062f\u0646 \u06cc\u0627 \u0628\u0647 \u0628\u0646\u200c\u0628\u0633\u062a \u0631\u0633\u06cc\u062f\u0646 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u0645\u062f\u062a \u0628\u0631\u0637\u0631\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u06a9\u0633\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062c\u0632\u0626\u06cc\u200c\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627 \u0648 \u0628\u0647\u0628\u0648\u062f\u0647\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0628\u062e\u0634 \u0645\u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u200c\u06cc \u0645\u0642\u0627\u0644\u0647 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0631\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0627\u0633\u062a\u062f\u0644\u0627\u0644-\u0641\u0648\u0642-\u0627\u0644\u0639\u0627\u062f\u0647-\u0686\u0631\u0627-claude-opus-4-5-\u062f\u0631-\u062d\u0644-\u0627\u0628\u0647\u0627\u0645-\u0645\u0648\u0636\u0648\u0639-\u0631\u0627-\u062f\u0631\u06a9-\u0645\u06cc-\u06a9\u0646\u062f\"><strong>\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647: \u0686\u0631\u0627 <\/strong><strong>Claude Opus 4.5<\/strong><strong> \u062f\u0631 \u062d\u0644 \u0627\u0628\u0647\u0627\u0645 &#8220;\u0645\u0648\u0636\u0648\u0639 \u0631\u0627 \u062f\u0631\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f&#8221;\u061f<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0645\u0631\u0627\u062d\u0644 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644 Claude Opus 4.5 \u062a\u0648\u0633\u0637 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0634\u0631\u06a9\u062a Anthropic \u067e\u06cc\u0634 \u0627\u0632 \u0639\u0631\u0636\u0647 \u0639\u0645\u0648\u0645\u06cc\u060c \u0628\u0627\u0632\u062e\u0648\u0631\u062f\u200c\u0647\u0627\u06cc \u062b\u0627\u0628\u062a\u06cc \u0645\u0628\u0646\u06cc \u0628\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0648 \u06a9\u06cc\u0641\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM) \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f. \u0627\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u0628\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u062f\u0644 \u062f\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0628\u0647\u0627\u0645 \u0648 \u0628\u062f\u0647\u200c\u0628\u0633\u062a\u0627\u0646\u200c\u0647\u0627 (tradeoffs) \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f\u0646\u062f\u061b \u0628\u062f\u06cc\u0646 \u0645\u0639\u0646\u0627 \u06a9\u0647 \u0645\u062f\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0647\u062f\u0627\u06cc\u062a \u0645\u062f\u0627\u0648\u0645 \u0648 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u062f\u0633\u062a\u06cc\u060c \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u0645\u0646\u0637\u0642\u06cc \u062f\u0633\u062a \u06cc\u0627\u0628\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc\u06cc \u0646\u0638\u06cc\u0631 \u062d\u0644 \u0628\u0627\u06af \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0686\u0646\u062f \u0633\u06cc\u0633\u062a\u0645\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0628\u0647 Claude Opus 4.5 \u0627\u0631\u062c\u0627\u0639 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u062f\u060c \u0645\u062f\u0644 \u0628\u0647 \u0633\u0631\u0639\u062a \u0631\u0627\u0647\u200c\u062d\u0644 \u0628\u0647\u06cc\u0646\u0647 \u0631\u0627 \u06a9\u0634\u0641 \u0648 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06a9\u0631\u062f. \u0627\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u06cc \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0645\u0648\u0636\u0648\u0639 \u062a\u0648\u0633\u0637 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0631\u0632\u06cc (Frontier Model) \u0627\u0633\u062a. \u0628\u0631 \u0627\u0633\u0627\u0633 \u0628\u0627\u0632\u062e\u0648\u0631\u062f\u0647\u0627 \u0648\u0638\u0627\u06cc\u0641\u06cc \u06a9\u0647 \u0627\u0646\u062c\u0627\u0645 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0645\u0627\u0646\u0646\u062f Sonnet 4.5 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u063a\u06cc\u0631\u0645\u0645\u06a9\u0646 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc\u200c\u0631\u0633\u06cc\u062f\u060c \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0648 \u0642\u0627\u0628\u0644 \u0627\u0646\u062c\u0627\u0645 \u0647\u0633\u062a\u0646\u062f\u060c \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0645\u0631 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0628\u0627\u0644\u0627\u06cc \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0623\u06cc\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647\u060c \u0646\u0638\u0631 \u063a\u0627\u0644\u0628 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0627\u06cc\u0646 \u0628\u0648\u062f \u06a9\u0647 Opus 4.5 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc &#8220;\u0645\u0648\u0636\u0648\u0639 \u0631\u0627 \u062f\u0631\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f (just gets it)&#8221; \u0648 \u0627\u0632 \u0633\u0637\u062d \u062f\u0631\u06a9 \u0645\u06a9\u0627\u0646\u06cc\u06a9\u06cc \u0641\u0631\u0627\u062a\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0627\u0645\u062a\u06cc\u0627\u0632-\u0628\u06cc-\u0633\u0627\u0628\u0642\u0647-opus-4-5-\u062f\u0631-\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u0647\u0627\u06cc-\u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc-\u0648-\u0645\u0647\u0646\u062f\u0633\u06cc-\u0646\u0631\u0645-\u0627\u0641\u0632\u0627\u0631-swe-bench\"><strong>\u0627\u0645\u062a\u06cc\u0627\u0632 \u0628\u06cc\u200c\u0633\u0627\u0628\u0642\u0647 <\/strong><strong>Opus 4.5<\/strong><strong> \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0648 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 (<\/strong><strong>SWE-Bench<\/strong><strong>)<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0634\u0631\u06a9\u062a Anthropic \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0648\u0627\u0644 \u062f\u0627\u062e\u0644\u06cc \u0628\u0631\u0627\u06cc \u0633\u0646\u062c\u0634 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc\u060c \u062f\u0627\u0648\u0637\u0644\u0628\u0627\u0646 \u0645\u062a\u0642\u0627\u0636\u06cc \u0628\u0631\u0627\u06cc \u0645\u0648\u0642\u0639\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f (performance engineering) \u0631\u0627 \u062a\u062d\u062a \u06cc\u06a9 \u0622\u0632\u0645\u0648\u0646 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0648 \u0686\u0627\u0644\u0634\u200c\u0628\u0631\u0627\u0646\u06af\u06cc\u0632 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0647\u0645\u0632\u0645\u0627\u0646\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0646\u06cc\u0632 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 SWE-bench Verified \u062f\u0627\u062e\u0644\u06cc \u0628\u0631 \u0631\u0648\u06cc \u0647\u0645\u06cc\u0646 \u0622\u0632\u0645\u0648\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u062c\u0627\u0644\u0628 \u062a\u0648\u062c\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0645\u062d\u062f\u0648\u062f\u0647\u200c\u06cc \u0632\u0645\u0627\u0646\u06cc \u062a\u0639\u06cc\u06cc\u0646\u200c\u0634\u062f\u0647\u200c\u06cc \u06f2 \u0633\u0627\u0639\u062a\u0647\u060c Claude Opus 4.5 \u062a\u0648\u0627\u0646\u0633\u062a\u0647 \u0627\u0633\u062a \u0627\u0645\u062a\u06cc\u0627\u0632\u06cc \u0628\u0627\u0644\u0627\u062a\u0631 \u0627\u0632 \u0647\u0631 \u0646\u0627\u0645\u0632\u062f \u0627\u0646\u0633\u0627\u0646\u06cc \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u062a\u0627 \u06a9\u0646\u0648\u0646 \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0632\u0645\u0648\u0646 \u0634\u0631\u06a9\u062a \u06a9\u0631\u062f\u0647\u060c \u06a9\u0633\u0628 \u0646\u0645\u0627\u06cc\u062f. \u0627\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u060c \u06cc\u06a9 \u0646\u0634\u0627\u0646\u0647\u200c\u06cc \u0622\u0634\u06a9\u0627\u0631 \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0631\u062a\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM) \u0648 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0622\u0646 \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u062f\u0627\u0648\u0637\u0644\u0628\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0633\u062a.<\/p>\n\n\n\n<div class=\"wp-block-cover has-medium-font-size\" style=\"min-height:110px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" class=\"wp-block-cover__image-background wp-image-20358 size-large\" alt=\"cursor 2\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/cursor-2-1024x683.webp\" style=\"object-position:53% 48%\" data-object-fit=\"cover\" data-object-position=\"53% 48%\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/cursor-2-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/cursor-2-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/cursor-2-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/cursor-2-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/cursor-2-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/cursor-2.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-70 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-medium-font-size wp-elements-3131cda4bc4204624fe5e27dc604e6f5 wp-block-paragraph\"><a href=\"https:\/\/hamiya.shop\/jurnal\/cursor-2-composer-ai-agentic-coding\/\" target=\"_blank\" rel=\"noreferrer noopener\">Composer AI \u062f\u0631 Cursor 2: \u062f\u0633\u062a\u06cc\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0639\u0627\u0645\u0644\u06cc<\/a><\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0622\u0632\u0645\u0648\u0646 \u062f\u0627\u062e\u0644\u06cc \u0634\u0631\u06a9\u062a Anthropic \u0628\u0627 \u0647\u062f\u0641 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0648 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0642\u0636\u0627\u0648\u062a \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0632\u0645\u0627\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0644\u0627\u0632\u0645 \u0628\u0647 \u0630\u06a9\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0622\u0632\u0645\u0648\u0646\u060c \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u062d\u06cc\u0627\u062a\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0646\u0638\u06cc\u0631 \u0647\u0645\u06a9\u0627\u0631\u06cc\u060c \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u06cc\u0627 \u0622\u0646 \u062f\u0633\u062a\u0647 \u0627\u0632 \u062a\u062e\u0635\u0635\u200c\u0647\u0627\u06cc \u0627\u06a9\u062a\u0633\u0627\u0628\u06cc \u06a9\u0647 \u0637\u06cc \u0633\u0627\u0644\u200c\u0647\u0627 \u062a\u062c\u0631\u0628\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u062a\u0648\u0633\u0639\u0647 \u0645\u06cc\u200c\u06cc\u0627\u0628\u0646\u062f \u0631\u0627 \u0645\u0648\u0631\u062f \u0633\u0646\u062c\u0634 \u0642\u0631\u0627\u0631 \u0646\u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0646\u062a\u06cc\u062c\u0647\u200c\u06cc \u062d\u0627\u0635\u0644\u060c \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f \u062f\u0631 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0632 \u062f\u0627\u0648\u0637\u0644\u0628\u0627\u0646 \u0642\u0648\u06cc\u200c\u062a\u0631 \u067e\u06cc\u0634\u06cc \u06af\u0631\u0641\u062a\u0646 \u0627\u0632 \u0627\u0646\u0633\u0627\u0646 \u062f\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u062f\u0627\u0631\u062f\u060c \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u0645\u0647\u0645\u06cc \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u062f\u06af\u0631\u06af\u0648\u0646\u06cc \u062d\u0631\u0641\u0647\u200c\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062a\u0648\u0633\u0637 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0637\u0631\u062d \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u062a\u06cc\u0645 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0647\u0627\u0645\u06cc\u0627 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u067e\u06cc\u0627\u0645\u062f\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0648 \u0622\u06cc\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u0627\u0642\u062a\u0635\u0627\u062f\u06cc \u0645\u0648\u0631\u062f \u0645\u0637\u0627\u0644\u0639\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u062a\u0627 \u0645\u0627\u0647\u06cc\u062a \u0627\u06cc\u0646 \u062a\u062d\u0648\u0644\u0627\u062a \u0631\u0627 \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u062f\u0631\u06a9 \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u062a\u06cc\u0645 \u0642\u0635\u062f \u062f\u0627\u0631\u062f \u062a\u0627 \u0646\u062a\u0627\u06cc\u062c \u0628\u06cc\u0634\u062a\u0631 \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0632\u0648\u062f\u06cc \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0647\u0645\u0631\u0627\u0647\u0627\u0646 \u0647\u0627\u0645\u06cc\u0627 \u0642\u0631\u0627\u0631 \u062f\u0647\u0646\u062f. \u0627\u06cc\u0646 \u0646\u062a\u0627\u06cc\u062c \u0628\u0631 \u0646\u0642\u0634 \u0631\u0648\u0632\u0627\u0641\u0632\u0648\u0646 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0623\u06a9\u06cc\u062f \u062e\u0648\u0627\u0647\u0646\u062f \u062f\u0627\u0634\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062a\u0646\u0647\u0627 \u0642\u0644\u0645\u0631\u0648\u06cc\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 Claude Opus 4.5 \u062f\u0631 \u0622\u0646 \u0628\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0633\u062a \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631 (agentic capabilities) \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0631\u0632\u06cc (Frontier Model) \u062f\u0631 \u062a\u0645\u0627\u0645\u06cc \u0628\u062e\u0634\u200c\u0647\u0627 \u0627\u0631\u062a\u0642\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. Opus 4.5 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u06cc\u0646 \u062e\u0648\u062f\u060c \u0627\u0632 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0628\u0647\u062a\u0631\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc (vision)\u060c \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0631\u06cc\u0627\u0636\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0627\u0633\u062a \u0648 \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u060c \u0645\u0639\u06cc\u0627\u0631 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 (state-of-the-art) \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Claude-opus-4.5-vs-other-llms-1024x683.webp\" alt=\"Claude opus 4.5 vs other llms\" class=\"wp-image-20450\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Claude-opus-4.5-vs-other-llms-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Claude-opus-4.5-vs-other-llms-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Claude-opus-4.5-vs-other-llms-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Claude-opus-4.5-vs-other-llms-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Claude-opus-4.5-vs-other-llms-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Claude-opus-4.5-vs-other-llms.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-uagb-tabs uagb-block-9fe94e74 uagb-tabs__wrap uagb-tabs__hstyle4-desktop uagb-tabs__vstyle6-tablet uagb-tabs__stack1-mobile\" data-tab-active=\"0\"><ul class=\"uagb-tabs__panel uagb-tabs__align-center\" role=\"tablist\"><li class=\"uagb-tab uagb-tabs__active\" role=\"none\"><a href=\"#uagb-tabs__tab0\" class=\"uagb-tabs-list uagb-tabs__icon-position-left\" data-tab=\"0\" role=\"tab\"><div>Vending-Bench<\/div><\/a><\/li><li class=\"uagb-tab \" role=\"none\"><a href=\"#uagb-tabs__tab1\" class=\"uagb-tabs-list uagb-tabs__icon-position-left\" data-tab=\"1\" role=\"tab\"><div>BrowseComp-Plus<\/div><\/a><\/li><li class=\"uagb-tab \" role=\"none\"><a href=\"#uagb-tabs__tab2\" class=\"uagb-tabs-list uagb-tabs__icon-position-left\" data-tab=\"2\" role=\"tab\"><div>Aider Polyglot<\/div><\/a><\/li><li class=\"uagb-tab \" role=\"none\"><a href=\"#uagb-tabs__tab3\" class=\"uagb-tabs-list uagb-tabs__icon-position-left\" data-tab=\"3\" role=\"tab\"><div>SWE-bench Multilingual<\/div><\/a><\/li><\/ul><div class=\"uagb-tabs__body-wrap\">\n<div class=\"wp-block-uagb-tabs-child uagb-tabs__body-container uagb-inner-tab-0\" aria-labelledby=\"uagb-tabs__tab0\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Vending-Bench-1024x683.webp\" alt=\"\" class=\"wp-image-20455\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Vending-Bench-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Vending-Bench-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Vending-Bench-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Vending-Bench-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Vending-Bench-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Vending-Bench.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-tabs-child uagb-tabs__body-container uagb-inner-tab-1\" aria-labelledby=\"uagb-tabs__tab1\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/BrowseComp-Plus-1024x683.webp\" alt=\"\" class=\"wp-image-20454\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/BrowseComp-Plus-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/BrowseComp-Plus-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/BrowseComp-Plus-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/BrowseComp-Plus-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/BrowseComp-Plus-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/BrowseComp-Plus.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-tabs-child uagb-tabs__body-container uagb-inner-tab-2\" aria-labelledby=\"uagb-tabs__tab2\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Aider-Polyglot-1024x683.webp\" alt=\"\" class=\"wp-image-20453\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Aider-Polyglot-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Aider-Polyglot-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Aider-Polyglot-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Aider-Polyglot-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Aider-Polyglot-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Aider-Polyglot.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-tabs-child uagb-tabs__body-container uagb-inner-tab-3\" aria-labelledby=\"uagb-tabs__tab3\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Multilingual-coding-1-1024x683.webp\" alt=\"\" class=\"wp-image-20452\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Multilingual-coding-1-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Multilingual-coding-1-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Multilingual-coding-1-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Multilingual-coding-1-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Multilingual-coding-1-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/Multilingual-coding-1.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062a\u0627 \u062d\u062f\u06cc \u0641\u0631\u0627\u062a\u0631 \u0631\u0641\u062a\u0647 \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0622\u0632\u0645\u0648\u0646\u200c\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0631\u0627 \u062a\u062d\u062a\u200c\u0627\u0644\u0634\u0639\u0627\u0639 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u03c42-bench \u06cc\u06a9 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 SWE-bench Verified \u0631\u0627\u06cc\u062c \u0628\u0631\u0627\u06cc \u0633\u0646\u062c\u0634 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0686\u0646\u062f\u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc \u0648 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0622\u0632\u0645\u0648\u0646\u060c \u0645\u062f\u0644 \u0628\u0627\u06cc\u062f \u0646\u0642\u0634 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u062e\u062f\u0645\u0627\u062a \u06cc\u06a9 \u0634\u0631\u06a9\u062a \u0647\u0648\u0627\u067e\u06cc\u0645\u0627\u06cc\u06cc \u0631\u0627 \u0627\u06cc\u0641\u0627 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0647 \u06cc\u06a9 \u0645\u0633\u0627\u0641\u0631 \u0646\u0627\u0631\u0627\u0636\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u062f\u0644\u060c \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0645\u0633\u0627\u0641\u0631 \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0631\u0632\u0631\u0648 \u0628\u0644\u06cc\u0637 \u0627\u0642\u062a\u0635\u0627\u062f\u06cc (basic economy) \u0631\u0627 \u0631\u062f \u06a9\u0646\u062f\u060c \u0632\u06cc\u0631\u0627 \u0633\u06cc\u0627\u0633\u062a \u0634\u0631\u06a9\u062a \u0647\u0648\u0627\u067e\u06cc\u0645\u0627\u06cc\u06cc \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u062c\u0627\u0632\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 \u0627\u06cc\u0646 \u06a9\u0644\u0627\u0633 \u0628\u0644\u06cc\u0637 \u0631\u0627 \u0646\u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u0645\u0627 \u062f\u0631 \u06a9\u0645\u0627\u0644 \u0634\u06af\u0641\u062a\u06cc\u060c Claude Opus 4.5 \u06cc\u06a9 \u0631\u0627\u0647\u06a9\u0627\u0631 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0648 \u06a9\u0627\u0645\u0644\u0627\u064b \u0642\u0627\u0646\u0648\u0646\u06cc \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644 \u0627\u0631\u0627\u0626\u0647 \u062f\u0627\u062f: \u0627\u0628\u062a\u062f\u0627 \u06a9\u0644\u0627\u0633 \u06a9\u0627\u0628\u06cc\u0646 \u0628\u0644\u06cc\u0637 \u0631\u0627 \u0627\u0631\u062a\u0642\u0627 \u062f\u0627\u062f \u0648 \u0633\u067e\u0633 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u067e\u0631\u0648\u0627\u0632\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0645\u0633\u0627\u0641\u0631 \u0631\u0627 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0631\u062f.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"raw\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"false\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Let me think about what options I have within my policy:\n\n1. Modify flights - Basic economy cannot be modified. This is clear in the policy.\n2. Change cabin - Wait, let me check this option! The policy says:\n\"In other cases, all reservations, including basic economy, can change cabin without changing the flights.\"\n\nBut he wants to change the flights, not just the cabin. However, what if we:\n- Change the cabin first (which IS allowed for basic economy), then\n- Change the flights (which is allowed for non-basic economy)\n\nSo the strategy could be:\n1. Upgrade his cabin from basic economy to economy (or business)\n2. Then modify the flights to be 2 days later\n\nThis would cost more money, but it\u2019s a legitimate path within the policy!<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0632 \u0645\u0646\u0638\u0631 \u0641\u0646\u06cc\u060c \u0645\u0639\u06cc\u0627\u0631 \u0622\u0632\u0645\u0648\u0646 \u0645\u0630\u06a9\u0648\u0631 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u067e\u0627\u0633\u062e \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 &#8220;\u0634\u06a9\u0633\u062a&#8221; \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u060c \u0686\u0631\u0627 \u06a9\u0647 \u0631\u0648\u0634\u06cc \u06a9\u0647 Claude \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0645\u0634\u062a\u0631\u06cc \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0631\u062f\u060c \u062e\u0627\u0631\u062c \u0627\u0632 \u0686\u0627\u0631\u0686\u0648\u0628\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0634\u062f\u0647\u200c\u06cc \u0645\u0639\u06cc\u0627\u0631 \u0628\u0648\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0627\u0632 \u062d\u0644 \u0628\u0627\u06af \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u062e\u0644\u0627\u0642\u06cc\u062a \u062f\u0631 \u062d\u0644 \u0645\u0633\u0626\u0644\u0647\u060c \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u0627\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0648 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0634\u0646\u06cc\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0633\u0637\u062d \u0627\u0632 \u062a\u0641\u06a9\u0631 \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0627\u0633\u062a \u06a9\u0647 Claude Opus 4.5 \u0631\u0627 \u0645\u0627\u0646\u0646\u062f \u06cc\u06a9 \u06af\u0627\u0645 \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \u0631\u0648 \u0628\u0647 \u062c\u0644\u0648 \u0648 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u06cc \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0645\u0648\u0636\u0648\u0639 \u062a\u0648\u0633\u0637 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f \u062c\u0644\u0648\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627\u0632\u0645 \u0628\u0647 \u0630\u06a9\u0631 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u060c \u062c\u0633\u062a\u062c\u0648\u06cc \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u062f\u0648\u0631 \u0632\u062f\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u062a\u0639\u0631\u06cc\u0641\u200c\u0634\u062f\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 &#8220;\u0647\u06a9 \u067e\u0627\u062f\u0627\u0634&#8221; (reward hacking) \u062a\u0644\u0642\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0648\u0636\u0639\u06cc\u062a \u0632\u0645\u0627\u0646\u06cc \u0631\u062e \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627 \u0642\u0648\u0627\u0646\u06cc\u0646 \u06cc\u0627 \u0627\u0647\u062f\u0627\u0641 \u062a\u0639\u06cc\u06cc\u0646\u200c\u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0634\u06cc\u0648\u0647\u200c\u0647\u0627\u06cc \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647 \u06cc\u0627 \u063a\u06cc\u0631\u0645\u0633\u062a\u0642\u06cc\u0645 \u062f\u0648\u0631 \u0645\u06cc\u200c\u0632\u0646\u0646\u062f. \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0628\u0631\u0648\u0632 \u0686\u0646\u06cc\u0646 \u0646\u0627\u0647\u0645\u0627\u0647\u0646\u06af\u06cc\u200c\u0647\u0627\u06cc\u06cc\u060c \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627\u06cc \u0627\u06cc\u0645\u0646\u06cc \u0648 \u0647\u0645\u0633\u0648\u0633\u0627\u0632\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI Safety and Alignment) \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0628\u062e\u0634 \u0628\u0639\u062f\u06cc \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0641\u0635\u0644 \u0645\u0648\u0631\u062f \u0628\u062d\u062b \u0642\u0631\u0627\u0631 \u062e\u0648\u0627\u0647\u062f \u06af\u0631\u0641\u062a. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631 \u0645\u062f\u0644\u060c \u0628\u0647 \u0634\u06cc\u0648\u0647\u200c\u0627\u06cc \u0627\u06cc\u0645\u0646 \u0648 \u0647\u0645\u0633\u0648 \u0628\u0627 \u0627\u0631\u0632\u0634\u200c\u0647\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u067e\u06cc\u0634 \u0631\u0648\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0628\u0647\u0628\u0648\u062f-\u0627\u06cc\u0645\u0646\u06cc-\u0645\u0642\u0627\u0648\u0645\u062a-\u0628\u06cc-\u0646\u0638\u06cc\u0631-claude-opus-4-5-\u062f\u0631-\u0628\u0631\u0627\u0628\u0631-\u062d\u0645\u0644\u0627\u062a-\u062a\u0632\u0631\u06cc\u0642-\u067e\u0631\u0627\u0645\u067e\u062a\"><strong>\u0628\u0647\u0628\u0648\u062f \u0627\u06cc\u0645\u0646\u06cc: \u0645\u0642\u0627\u0648\u0645\u062a \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 <\/strong><strong>Claude Opus 4.5<\/strong><strong> \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062d\u0645\u0644\u0627\u062a \u062a\u0632\u0631\u06cc\u0642 \u067e\u0631\u0627\u0645\u067e\u062a<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0634\u0631\u06a9\u062a Anthropic \u062f\u0631 <a href=\"https:\/\/assets.anthropic.com\/m\/64823ba7485345a7\/Claude-Opus-4-5-System-Card.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u0633\u0646\u062f \u0645\u0634\u062e\u0635\u0627\u062a \u0641\u0646\u06cc \u0633\u06cc\u0633\u062a\u0645 (system card)<\/a> \u0627\u0639\u0644\u0627\u0645 \u0646\u0645\u0648\u062f\u0647 \u0627\u0633\u062a\u060c Claude Opus 4.5 \u0645\u0646\u0633\u062c\u0645\u200c\u062a\u0631\u06cc\u0646 (aligned) \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM) \u0627\u0633\u062a \u06a9\u0647 \u062a\u0627 \u0628\u0647 \u0627\u0645\u0631\u0648\u0632 \u0639\u0631\u0636\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0634\u0631\u06a9\u062a \u0627\u0639\u062a\u0642\u0627\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0632\u06cc\u0627\u062f\u060c \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0631\u0632\u06cc \u0645\u0646\u0633\u062c\u0645\u200c\u0634\u062f\u0647 (Aligned Frontier Model) \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0647\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f. \u0627\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u060c \u062e\u0637 \u0645\u0634\u06cc \u0645\u0633\u062a\u0645\u0631 \u0634\u0631\u06a9\u062a \u0631\u0627 \u062f\u0631 \u062c\u0647\u062a \u062a\u0648\u0644\u06cc\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u06cc\u0645\u0646\u200c\u062a\u0631\u060c \u0645\u0637\u0645\u0626\u0646\u200c\u062a\u0631 \u0648 \u0647\u0645\u0633\u0648 \u0628\u0627 \u0627\u0631\u0632\u0634\u200c\u0647\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0648 \u0627\u0635\u0648\u0644 \u0627\u062e\u0644\u0627\u0642\u06cc \u0627\u06cc\u0645\u0646\u06cc \u0648 \u0647\u0645\u0633\u0648\u0633\u0627\u0632\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI Safety and Alignment) \u062a\u062f\u0627\u0648\u0645 \u0645\u06cc\u200c\u0628\u062e\u0634\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/concerning-behavior-1024x683.webp\" alt=\"concerning behaviors of Claude 4.5 Opus vs different llms\" class=\"wp-image-20456\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/concerning-behavior-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/concerning-behavior-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/concerning-behavior-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/concerning-behavior-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/concerning-behavior-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/concerning-behavior.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0634\u0631\u06a9\u062a Anthropic \u063a\u0627\u0644\u0628\u0627\u064b \u0627\u0632 Claude \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0627\u0645\u0648\u0631 \u062d\u06cc\u0627\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0636\u0631\u0648\u0631\u062a \u062f\u0627\u0631\u062f \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u0645\u0648\u0627\u062c\u0647\u0647 \u0628\u0627 \u062a\u0647\u062f\u06cc\u062f\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u0646\u0627\u0634\u06cc \u0627\u0632 \u0647\u06a9\u0631\u0647\u0627 \u0648 \u0645\u062c\u0631\u0645\u0627\u0646 \u0633\u0627\u06cc\u0628\u0631\u06cc\u060c \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0632\u06cc\u0631\u06a9\u06cc \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0647\u06a9\u0631\u0647\u0627 \u06a9\u0627\u0641\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0627\u0633\u062a \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0628\u0631\u0648\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a \u062c\u062f\u06cc \u0627\u062c\u062a\u0646\u0627\u0628 \u0648\u0631\u0632\u062f. \u0628\u0627 \u0645\u0639\u0631\u0641\u06cc Opus 4.5\u060c \u067e\u06cc\u0634\u0631\u0641\u062a \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u062f\u0631 \u062a\u0642\u0648\u06cc\u062a \u0627\u0645\u0646\u06cc\u062a LLM \u0648 \u0627\u0633\u062a\u062d\u06a9\u0627\u0645 \u0645\u062f\u0644 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062d\u0645\u0644\u0627\u062a \u062a\u0632\u0631\u06cc\u0642 \u067e\u0631\u0627\u0645\u067e\u062a (Prompt Injection Attacks) \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062d\u0645\u0644\u0627\u062a \u0634\u0627\u0645\u0644 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u0641\u0631\u06cc\u0628\u0646\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u062f\u0641\u0634\u0627\u0646 \u0627\u063a\u0648\u0627\u06cc \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u06cc \u0645\u0636\u0631 \u06cc\u0627 \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647 \u0627\u0633\u062a. \u0641\u0631\u06cc\u0628 \u062f\u0627\u062f\u0646 Opus 4.5 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0631\u0648\u0634 \u062a\u0632\u0631\u06cc\u0642 \u067e\u0631\u0627\u0645\u067e\u062a\u060c \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0647\u0631 \u0645\u062f\u0644 \u0645\u0631\u0632\u06cc (Frontier Model) \u062f\u06cc\u06af\u0631\u06cc \u062f\u0631 \u0635\u0646\u0639\u062a\u060c \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 \u062f\u0634\u0648\u0627\u0631\u062a\u0631 \u0627\u0633\u062a\u060c \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0645\u0631\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0627\u0646\u062a\u062e\u0627\u0628 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/susceptibility-to-prompt-injection-style-attack-1024x683.webp\" alt=\"susceptibility to prompt-injection style attack in Claude 4.5 Opus vs different llms\" class=\"wp-image-20457\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/susceptibility-to-prompt-injection-style-attack-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/susceptibility-to-prompt-injection-style-attack-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/susceptibility-to-prompt-injection-style-attack-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/susceptibility-to-prompt-injection-style-attack-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/susceptibility-to-prompt-injection-style-attack-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/susceptibility-to-prompt-injection-style-attack.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u06a9\u0633\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0648 \u062c\u0627\u0645\u0639\u200c\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u0645\u0627\u0645\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0648 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u0627\u0646\u062c\u0627\u0645\u200c\u0634\u062f\u0647\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062c\u0632\u0626\u06cc\u0627\u062a \u06a9\u0627\u0645\u0644 \u0648 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u0641\u0635\u0644 \u0631\u0627 \u062f\u0631 \u06a9\u0627\u0631\u062a \u0633\u06cc\u0633\u062a\u0645 Claude Opus 4.5 \u06a9\u0647 \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u0634\u0641\u0627\u0641\u06cc\u062a \u0648 \u0627\u06cc\u0645\u0646\u06cc \u0648 \u0647\u0645\u0633\u0648\u0633\u0627\u0632\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0645\u0637\u0627\u0644\u0639\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc-\u062c\u062f\u06cc\u062f-api-\u06a9\u0646\u062a\u0631\u0644-\u062a\u0644\u0627\u0634-\u0648-\u06a9\u0627\u0631\u0627\u06cc\u06cc-\u062a\u0648\u06a9\u0646-\u062f\u0631-\u067e\u0644\u062a\u0641\u0631\u0645-\u062a\u0648\u0633\u0639\u0647-\u062f\u0647\u0646\u062f\u06af\u0627\u0646-claude\"><strong>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f <\/strong><strong>API<\/strong><strong>: \u06a9\u0646\u062a\u0631\u0644 \u062a\u0644\u0627\u0634 \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646 \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 <\/strong><strong>Claude<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0647\u0648\u0634\u0645\u0646\u062f\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM) \u0645\u0627\u0646\u0646\u062f Claude Opus 4.5\u060c \u0642\u0627\u0628\u0644\u06cc\u062a \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06af\u0627\u0645\u200c\u0647\u0627\u06cc \u06a9\u0645\u062a\u0631 \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f. \u0627\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0639\u0642\u0628\u200c\u0646\u0634\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0645\u062a\u0631\u060c \u06a9\u0627\u0648\u0634 \u062a\u06a9\u0631\u0627\u0631\u06cc \u06a9\u0645\u062a\u0631 \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u200c\u0647\u0627\u06cc \u06a9\u0645\u062a\u0631 \u067e\u0631\u062d\u0631\u0641 (verbose) \u0627\u0633\u062a. \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c Claude Opus 4.5 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u0645\u0634\u0627\u0628\u0647 \u06cc\u0627 \u062d\u062a\u06cc \u0628\u0647\u062a\u0631 \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u06cc\u0646 \u062e\u0648\u062f\u060c \u0627\u0632 \u062a\u0639\u062f\u0627\u062f \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc (Token) \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 \u06a9\u0645\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06a9\u0647 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646 (Token Efficiency) \u0686\u0634\u0645\u06af\u06cc\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0631\u0632\u06cc (Frontier Model) \u0627\u0633\u062a.<\/p>\n\n\n\n<div class=\"wp-block-cover has-medium-font-size\" style=\"min-height:110px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" class=\"wp-block-cover__image-background wp-image-17438 size-large\" alt=\"understanding tokens and context windows\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1024x683.webp\" data-object-fit=\"cover\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-70 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-medium-font-size wp-elements-32263f7837dae620d4ae3a0405fedd76 wp-block-paragraph\"><a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-context-window-token-token-limit-and-max-output-in-llms\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0627\u0632 \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 LLM: \u0627\u0632 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u062a\u0627 \u067e\u0646\u062c\u0631\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0646\u0627\u0644\u06cc<\/a><\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u0645\u0635\u0627\u0644\u062d\u0647\u200c\u0647\u0627 (tradeoffs) \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u0647\u0633\u062a\u0646\u062f. \u062f\u0631 \u0628\u0631\u062e\u06cc \u0645\u0648\u0627\u0631\u062f\u060c \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062a\u0631\u062c\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0645\u0627\u0646 \u0648 \u0627\u0646\u0631\u0698\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0635\u0631\u0641 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0641\u06a9\u0631 \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0631\u0628\u0627\u0631\u0647 \u06cc\u06a9 \u0645\u0633\u0626\u0644\u0647 \u06a9\u0646\u062f\u061b \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0631 \u0645\u0648\u0627\u0642\u0639 \u062f\u06cc\u06af\u0631\u060c \u06cc\u06a9 \u067e\u0627\u0633\u062e \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u0686\u0627\u0628\u06a9\u200c\u062a\u0631 (nimble) \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0627\u0633\u062a. \u0628\u0627 \u0645\u0639\u0631\u0641\u06cc \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062a\u0644\u0627\u0634 (Effort Parameter) \u062c\u062f\u06cc\u062f \u062f\u0631 \u0631\u0627\u0628\u0637 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc (API) \u0645\u062f\u0644 Claude\u060c \u0634\u0631\u06a9\u062a Anthropic \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u062a\u0635\u0645\u06cc\u0645 \u0628\u06af\u06cc\u0631\u0646\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u0647\u062f\u0641\u0634\u0627\u0646 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0631\u0633\u0627\u0646\u062f\u0646 \u0632\u0645\u0627\u0646 \u0648 \u0627\u0642\u062a\u0635\u0627\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI Model Economics) (\u0647\u0632\u06cc\u0646\u0647 \u062a\u0648\u06a9\u0646) \u0627\u0633\u062a \u06cc\u0627 \u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0631\u0633\u0627\u0646\u062f\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0648 \u06a9\u06cc\u0641\u06cc\u062a \u062e\u0631\u0648\u062c\u06cc. \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u060c \u0639\u0646\u0635\u0631\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0648 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI Agents) \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 Opus 4.5 \u0628\u0631 \u0631\u0648\u06cc \u0633\u0637\u062d \u062a\u0644\u0627\u0634 &#8220;\u0645\u062a\u0648\u0633\u0637&#8221; \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 SWE-bench Verified \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0627 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0645\u062f\u0644 Sonnet 4.5 \u0628\u0631\u0627\u0628\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0645\u0627 \u0646\u06a9\u062a\u0647 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u06f7\u06f6 \u062f\u0631\u0635\u062f \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u06a9\u0645\u062a\u0631\u06cc \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631 \u0631\u0648\u06cc \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0633\u0637\u062d \u062a\u0644\u0627\u0634 \u062e\u0648\u062f \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0639\u0645\u0644\u06a9\u0631\u062f Sonnet 4.5 \u0631\u0627 \u062a\u0627 \u06f4.\u06f3 \u0648\u0627\u062d\u062f \u062f\u0631\u0635\u062f \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0647\u0645\u0686\u0646\u0627\u0646 \u06f4\u06f8 \u062f\u0631\u0635\u062f \u062a\u0648\u06a9\u0646 \u06a9\u0645\u062a\u0631\u06cc \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631\u062a\u0631\u06cc Opus 4.5 \u0631\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646 \u062a\u0623\u06cc\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-with-effort-controls-1024x683.webp\" alt=\"software engineering with effort controls in Claude 4.5 Opus\" class=\"wp-image-20459\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-with-effort-controls-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-with-effort-controls-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-with-effort-controls-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-with-effort-controls-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-with-effort-controls-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/software-engineering-with-effort-controls.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u062a\u0644\u0627\u0634 (effort control)\u060c \u0641\u0634\u0631\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0632\u0645\u06cc\u0646\u0647 (Context Compaction) \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u062f\u0631 Claude Opus 4.5\u060c \u0633\u06cc\u0633\u062a\u0645 \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u062f\u0631 \u0637\u0648\u0644\u0627\u0646\u06cc \u0645\u062f\u062a \u0641\u0639\u0627\u0644 \u0628\u0645\u0627\u0646\u062f\u060c \u06a9\u0627\u0631\u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0628\u0647 \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u0628\u0631\u0633\u0627\u0646\u062f \u0648 \u0628\u0647 \u0645\u06cc\u0632\u0627\u0646 \u06a9\u0645\u062a\u0631\u06cc \u0628\u0647 \u0645\u062f\u0627\u062e\u0644\u0627\u062a \u0627\u0646\u0633\u0627\u0646\u06cc \u0646\u06cc\u0627\u0632 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0632\u0645\u06cc\u0646\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0648\u0633\u0637 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0628\u0647\u0628\u0648\u062f\u06cc\u0627\u0641\u062a\u0647\u200c\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0632\u0645\u06cc\u0646\u0647 \u0648 \u0645\u062d\u062a\u0648\u0627 (context management) \u0648 \u062d\u0627\u0641\u0638\u0647\u200c\u06cc \u0645\u062f\u0644\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631 (agentic tasks) \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c Opus 4.5 \u062f\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06cc\u06a9 \u062a\u06cc\u0645 \u0627\u0632 \u0639\u0648\u0627\u0645\u0644 \u0641\u0631\u0639\u06cc (subagents) \u0646\u06cc\u0632 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0624\u062b\u0631 \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u0645\u06a9\u0627\u0646 \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc (Multi-agent Systems) \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0628\u0627 \u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0628\u0627\u0644\u0627 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u062f\u0631 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u0634\u0631\u06a9\u062a Anthropic\u060c \u062a\u0631\u06a9\u06cc\u0628 \u062a\u0645\u0627\u0645\u06cc \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u060c \u0639\u0645\u0644\u06a9\u0631\u062f Opus 4.5 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0639\u0645\u06cc\u0642 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u06f1\u06f5 \u0648\u0627\u062d\u062f \u062f\u0631\u0635\u062f \u0627\u0631\u062a\u0642\u0627 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u060c \u06a9\u0647 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0628\u0631\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0634\u0631\u06a9\u062a Anthropic \u0645\u062a\u0639\u0647\u062f \u0627\u0633\u062a \u06a9\u0647 \u067e\u0644\u062a\u0641\u0631\u0645 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u06cc \u062e\u0648\u062f (Developer Platform) \u0631\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0641\u0632\u0627\u06cc\u0646\u062f\u0647\u200c\u0627\u06cc \u0645\u0646\u0639\u0637\u0641\u200c\u062a\u0631 (composable) \u0648 \u062a\u0631\u06a9\u06cc\u0628\u06cc\u200c\u062a\u0631 \u0633\u0627\u0632\u062f. \u0647\u062f\u0641\u060c \u0627\u0631\u0627\u0626\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0633\u062a \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0642\u06cc\u0642\u0627\u064b \u0647\u0645\u0627\u0646 \u0686\u06cc\u0632\u06cc \u0631\u0627 \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0627\u0645\u0644 \u0628\u0631 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0628\u0632\u0627\u0631 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0632\u0645\u06cc\u0646\u0647 \u0628\u0633\u0627\u0632\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u062a\u0648\u0633\u0639\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647 \u0633\u0637\u062d\u06cc \u062c\u062f\u06cc\u062f \u0627\u0632 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0631\u062a\u0642\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0646\u0648\u0622\u0648\u0631\u06cc-\u0647\u0627\u06cc-\u06a9\u0627\u0631\u0628\u0631\u06cc-\u0627\u0632-claude-code-\u062f\u0633\u06a9\u062a\u0627\u067e-\u062a\u0627-\u0686\u062a-\u0628\u06cc-\u067e\u0627\u06cc\u0627\u0646-\u0648-\u0627\u0641\u0632\u0648\u0646\u0647-\u0647\u0627\u06cc-chrome-excel\"><strong>\u0646\u0648\u0622\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc: \u0627\u0632 <\/strong><strong>Claude Code<\/strong><strong> \u062f\u0633\u06a9\u062a\u0627\u067e \u062a\u0627 \u0686\u062a \u0628\u06cc\u200c\u067e\u0627\u06cc\u0627\u0646 \u0648 \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0647\u0627\u06cc <\/strong><strong>Chrome\/Excel<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647\u200c\u0627\u06cc \u0645\u0627\u0646\u0646\u062f Claude Code \u0628\u0647\u200c\u062e\u0648\u0628\u06cc \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u062a\u0631\u06a9\u06cc\u0628 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc Claude Opus 4.5 \u0628\u0627 \u0627\u0631\u062a\u0642\u0627\u0647\u0627\u06cc \u067e\u0644\u062a\u0641\u0631\u0645 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647\u200c\u06cc \u0634\u0631\u06a9\u062a Anthropic \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0686\u0647 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0645\u0645\u06a9\u0646 \u0633\u0627\u0632\u062f. Claude Code \u0628\u0627 \u062a\u06a9\u06cc\u0647 \u0628\u0631 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c \u062f\u0648 \u067e\u06cc\u0634\u0631\u0641\u062a \u06a9\u0644\u06cc\u062f\u06cc \u0631\u0627 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0646\u062e\u0633\u062a\u060c &#8220;\u062d\u0627\u0644\u062a \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0631\u06cc\u0632\u06cc (Plan Mode)&#8221; \u0627\u06a9\u0646\u0648\u0646 \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0648\u0638\u06cc\u0641\u0647\u200c\u06cc \u0628\u0633\u06cc\u0627\u0631 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u06cc \u0631\u0627 \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u062c\u0627\u0645\u0639\u200c\u062a\u0631\u06cc \u0628\u0647 \u0627\u062c\u0631\u0627 \u062f\u0631\u0622\u0648\u0631\u062f. \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u0627\u0633\u062a \u06a9\u0647 Claude \u067e\u06cc\u0634 \u0627\u0632 \u0622\u063a\u0627\u0632 \u06a9\u0627\u0631\u060c \u0633\u0624\u0627\u0644\u0627\u062a \u062a\u0648\u0636\u06cc\u062d\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0645\u0637\u0631\u062d \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0633\u067e\u0633 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0631\u06cc\u0632\u06cc \u0642\u0627\u0628\u0644 \u0648\u06cc\u0631\u0627\u06cc\u0634 (plan.md) \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0627\u062c\u0631\u0627\u060c \u0634\u0641\u0627\u0641\u06cc\u062a \u0648 \u06a9\u0646\u062a\u0631\u0644 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0641\u0631\u0627\u0647\u0645 \u0622\u06cc\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0632 \u062f\u06cc\u06af\u0631 \u062a\u062d\u0648\u0644\u0627\u062a \u0645\u0647\u0645\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 Claude Code \u062f\u0631 \u0642\u0627\u0644\u0628 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u06cc Claude Code \u062f\u0633\u06a9\u062a\u0627\u067e \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u062c\u062f\u06cc\u062f \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0646\u0634\u0633\u062a \u0645\u062d\u0644\u06cc \u0648 \u0627\u0632 \u0631\u0627\u0647 \u062f\u0648\u0631 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0627\u062c\u0631\u0627 \u06a9\u0646\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u06cc\u06a9 \u0627\u06cc\u062c\u0646\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI Agent) \u0628\u0647 \u0631\u0641\u0639 \u0628\u0627\u06af\u200c\u0647\u0627 \u0628\u067e\u0631\u062f\u0627\u0632\u062f\u060c \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u062f\u06cc\u06af\u0631 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0645\u062e\u0627\u0632\u0646 \u06a9\u062f (GitHub) \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f \u0648 \u0639\u0627\u0645\u0644 \u0633\u0648\u0645\u06cc \u0645\u0633\u0626\u0648\u0644\u06cc\u062a \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0641\u0646\u06cc \u0631\u0627 \u0628\u0631 \u0639\u0647\u062f\u0647 \u0628\u06af\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u0645\u0639\u0645\u0627\u0631\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u06af\u0633\u062a\u0631\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0635\u0644\u06cc Claude\u060c \u0645\u0634\u06a9\u0644 \u0642\u0637\u0639 \u0634\u062f\u0646 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u0645\u062f\u062a \u0628\u0631\u0637\u0631\u0641 \u0634\u062f\u0647 \u0648 \u0627\u0645\u06a9\u0627\u0646 \u0686\u062a \u0628\u06cc\u200c\u067e\u0627\u06cc\u0627\u0646 (Long Conversations) \u0641\u0631\u0627\u0647\u0645 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a. Claude \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0631\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0644\u0632\u0648\u0645 \u062e\u0644\u0627\u0635\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u062d\u062a\u0648\u0627 \u0648 \u0632\u0645\u06cc\u0646\u0647 (Context Management) \u0645\u0624\u062b\u0631 \u0648 \u062a\u062f\u0627\u0648\u0645 \u0686\u062a \u06a9\u0645\u06a9 \u0634\u0627\u06cc\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c Claude for Chrome\u2014\u06a9\u0647 \u0628\u0647 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM) \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648\u0638\u0627\u06cc\u0641 \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u062f\u0631 \u062a\u0628\u200c\u0647\u0627\u06cc \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f\u2014\u0627\u06a9\u0646\u0648\u0646 \u0628\u0631\u0627\u06cc \u062a\u0645\u0627\u0645 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 Max \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u062a\u0627 (beta access) \u0628\u0647 Claude for Excel\u060c \u06a9\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u062d\u0644\u06cc\u0644 \u0648 \u06a9\u0627\u0631 \u0628\u0627 \u0635\u0641\u062d\u0627\u062a \u06af\u0633\u062a\u0631\u062f\u0647 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f\u060c \u0627\u0632 25 \u0646\u0648\u0627\u0645\u0628\u0631 2025 \u0628\u0631\u0627\u06cc \u06a9\u0644\u06cc\u0647\u200c\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 Max\u060c Team \u0648 Enterprise \u06af\u0633\u062a\u0631\u0634 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc\u060c \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u067e\u06cc\u0634\u0631\u0648 Claude Opus 4.5 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 Claude \u0648 Claude Code \u06a9\u0647 \u0628\u0647 Opus 4.5 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u062f\u0644 \u0645\u0631\u0632\u06cc \u062d\u0630\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0634\u062a\u0631\u0627\u06a9\u200c\u0647\u0627\u06cc Max \u0648 Team Premium\u060c \u0634\u0631\u06a9\u062a Anthropic \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 (usage limits) \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0628\u0647 \u0647\u0645\u0627\u0646 \u062a\u0639\u062f\u0627\u062f \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc Opus \u0627\u0633\u062a \u06a9\u0647 \u067e\u06cc\u0634\u200c\u062a\u0631 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 Sonnet \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0628\u0648\u062f. \u0627\u06cc\u0646 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631 \u062c\u0647\u062a \u062a\u0636\u0645\u06cc\u0646 \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0627\u0633\u062a \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 Opus 4.5 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0622\u0633\u0627\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0646\u0645\u0627\u06cc\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634\u200c\u06cc\u0627\u0641\u062a\u0647 \u0645\u062e\u062a\u0635 Opus 4.5 \u0647\u0633\u062a\u0646\u062f \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0627 \u0639\u0631\u0636\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u06a9\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u067e\u06cc\u0634\u06cc \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f\u060c \u0627\u06cc\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0644\u0632\u0648\u0645 \u0645\u062c\u062f\u062f\u0627\u064b \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u062c\u0645\u0639-\u0628\u0646\u062f\u06cc\">\u062c\u0645\u0639 \u0628\u0646\u062f\u06cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062d\u0644\u06cc\u0644 \u062f\u0642\u06cc\u0642 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627 \u0648 \u0646\u0648\u0622\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u0639\u0631\u0641\u06cc \u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0622\u0634\u06a9\u0627\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u06a9\u0647 Claude Opus 4.5 \u0627\u0632 \u0633\u0648\u06cc Anthropic \u0646\u0647 \u06cc\u06a9 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0633\u0627\u062f\u0647\u060c \u0628\u0644\u06a9\u0647 \u06cc\u06a9 \u062c\u0647\u0634 \u0628\u0646\u06cc\u0627\u062f\u06cc\u0646 \u062f\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0631\u0632\u06cc (Frontier Models) \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u0628\u0627 \u062f\u0631\u0647\u0645 \u0634\u06a9\u0633\u062a\u0646 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u0648 \u06a9\u0633\u0628 \u0639\u0646\u0648\u0627\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u062f\u0631 \u0622\u0632\u0645\u0648\u0646\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc\u060c \u0645\u0631\u0632\u0647\u0627\u06cc \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0631 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0686\u0646\u062f\u0633\u06cc\u0633\u062a\u0645\u06cc \u06af\u0633\u062a\u0631\u0634 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u0648\u067e\u0648\u0633 \u06f4.\u06f5 \u0628\u0627 &#8220;\u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0645\u0648\u0636\u0648\u0639&#8221; \u0648 \u0638\u0631\u0641\u06cc\u062a \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 \u062f\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u060c \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0631\u0627 \u0627\u0632 \u0636\u0631\u0648\u0631\u062a \u0645\u062f\u0627\u062e\u0644\u0647\u200c\u0647\u0627\u06cc \u0645\u06a9\u0631\u0631 \u0631\u0647\u0627 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f\u061b \u0627\u06cc\u0646 \u062e\u0648\u062f\u060c \u0646\u0645\u0627\u062f\u06cc \u0627\u0632 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0647 \u0627\u0633\u062a\u0642\u0644\u0627\u0644 \u0648 \u0635\u0644\u0627\u062d\u06cc\u062a \u0645\u062f\u0644 \u062f\u0631 \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u0628\u0627 \u0642\u0636\u0627\u0648\u062a \u0641\u0646\u06cc \u062f\u0642\u06cc\u0642 \u0627\u0633\u062a. \u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u062a\u062d\u0648\u0644\u060c \u0635\u0631\u0641\u0627\u064b \u0641\u0646\u06cc \u0646\u06cc\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u06cc\u06a9 \u062a\u063a\u06cc\u06cc\u0631 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645 \u0627\u0642\u062a\u0635\u0627\u062f\u06cc \u0648 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0631\u0627 \u062f\u0631 \u0628\u0631 \u062f\u0627\u0631\u062f. \u062a\u0645\u0631\u06a9\u0632 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 Anthropic \u0628\u0631 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646 \u0648 \u0627\u0631\u0627\u0626\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0686\u0648\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062a\u0644\u0627\u0634 (Effort Parameter) \u060c \u0646\u0647 \u062a\u0646\u0647\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0645\u062a\u0627\u0632 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u062a\u0631 \u0645\u0642\u0631\u0648\u0646\u200c\u0628\u0647\u200c\u0635\u0631\u0641\u0647 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f\u060c \u0628\u0644\u06a9\u0647 \u06cc\u06a9 \u0627\u0635\u0644 \u062d\u06cc\u0627\u062a\u06cc \u0631\u0627 \u0645\u062d\u0642\u0642 \u0645\u06cc\u200c\u06a9\u0646\u062f: \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0627\u0645\u0644 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0628\u0631 \u0645\u0646\u0627\u0628\u0639 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f. \u0627\u06cc\u0646 \u062a\u0636\u0645\u06cc\u0646 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0627\u0645\u0646\u06cc\u062a LLM \u0628\u06cc\u200c\u0633\u0627\u0628\u0642\u0647 \u0645\u062f\u0644 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062a\u0632\u0631\u06cc\u0642 \u067e\u0631\u0627\u0645\u067e\u062a \u060c \u0628\u0633\u062a\u0631 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0627\u0639\u062a\u0645\u0627\u062f \u0648 \u0622\u0632\u0627\u062f\u06cc \u0639\u0645\u0644 \u062f\u0631 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f. Claude Opus 4.5 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0646\u0648\u06cc\u062f\u0628\u062e\u0634 \u0622\u06cc\u0646\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0647 \u0645\u062b\u0627\u0628\u0647 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u062a\u0648\u0627\u0646\u0645\u0646\u062f \u0648 \u0645\u0633\u062a\u0642\u0644 \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0645\u0633\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u06a9\u0644\u200c\u06af\u06cc\u0631\u06cc \u06a9\u0627\u0631\u0622\u0641\u0631\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u06cc\u06a9\u200c\u0646\u0641\u0631\u0647 \u0648 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u0686\u0627\u0628\u06a9\u200c\u062a\u0631 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0628\u0627\u0632\u0627\u0631\u060c \u0647\u0645\u0648\u0627\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0633\u0648\u0627\u0644\u0627\u062a-\u0645\u062a\u062f\u0627\u0648\u0644\">\u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1764160321049\"><strong class=\"schema-faq-question\"><strong>Claude Opus 4.5 \u0686\u0647 \u0627\u062f\u0639\u0627\u06cc \u0628\u0631\u062a\u0631\u06cc \u0645\u062d\u0648\u0631\u06cc \u062f\u0627\u0631\u062f\u061f<\/strong><\/strong> <p class=\"schema-faq-answer\">\u0622\u0646\u062a\u0631\u0648\u067e\u06cc\u06a9 \u0635\u0631\u0627\u062d\u062a\u0627\u064b Claude Opus 4.5 \u0631\u0627 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0628\u0631\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c \u0639\u0627\u0645\u0644\u200c\u0647\u0627 (Agents) \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764161006768\"><strong class=\"schema-faq-question\">Opus 4.5 \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0686\u06af\u0648\u0646\u0647 \u0639\u0645\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u0622\u0632\u0645\u0648\u0646\u200c\u0647\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc (\u0645\u0627\u0646\u0646\u062f SWE-bench) \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 (State-of-the-Art) \u0627\u0633\u062a \u0648 \u062d\u062a\u06cc \u062f\u0631 \u06cc\u06a9 \u0622\u0632\u0645\u0648\u0646 \u062f\u0627\u062e\u0644\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0647\u0646\u062f\u0633\u06cc\u060c \u0627\u0645\u062a\u06cc\u0627\u0632\u06cc \u0628\u0627\u0644\u0627\u062a\u0631 \u0627\u0632 \u0647\u0631 \u0646\u0627\u0645\u0632\u062f \u0627\u0646\u0633\u0627\u0646\u06cc \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0633\u0628 \u06a9\u0631\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764161016280\"><strong class=\"schema-faq-question\">\u0642\u06cc\u0645\u062a\u200c\u06af\u0630\u0627\u0631\u06cc API Claude Opus 4.5 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0686\u0642\u062f\u0631 \u0627\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0642\u06cc\u0645\u062a\u200c\u06af\u0630\u0627\u0631\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc \u06f5 \u062f\u0644\u0627\u0631 \u0648 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u062e\u0631\u0648\u062c\u06cc \u06f2\u06f5 \u062f\u0644\u0627\u0631 \u0627\u0633\u062a. \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Prompt Caching \u062a\u062e\u0641\u06cc\u0641\u200c\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764161024944\"><strong class=\"schema-faq-question\">\u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a Opus 4.5 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0627\u06cc\u0645\u0646\u06cc \u0686\u06cc\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u0646\u0633\u062c\u0645\u200c\u062a\u0631\u06cc\u0646 (Robustly aligned) \u0645\u062f\u0644 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc\u06a9 \u0627\u0633\u062a \u0648 \u067e\u06cc\u0634\u0631\u0641\u062a \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0645\u0642\u0627\u0648\u0645\u062a \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062d\u0645\u0644\u0627\u062a \u062a\u0632\u0631\u06cc\u0642 \u067e\u0631\u0627\u0645\u067e\u062a (Prompt Injection) \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764161034016\"><strong class=\"schema-faq-question\">&#8220;\u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u06a9\u0646&#8221; (Token Efficiency) \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u0686\u0647 \u0645\u0639\u0646\u0627\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">Opus 4.5 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u062a\u0631 \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0642\u0628\u0644\u06cc\u060c \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u0645\u0634\u0627\u0628\u0647 \u06cc\u0627 \u062d\u062a\u06cc \u0628\u0647\u062a\u0631 \u062f\u0633\u062a \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f\u061b \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0628\u0627 \u062a\u0644\u0627\u0634 \u0645\u062a\u0648\u0633\u0637\u060c \u0627\u0632 \u06f7\u06f6 \u062f\u0631\u0635\u062f \u062a\u0648\u06a9\u0646 \u062e\u0631\u0648\u062c\u06cc \u06a9\u0645\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764161042752\"><strong class=\"schema-faq-question\">\u0622\u06cc\u0627 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u0646\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0628\u0644\u0647. \u0628\u0627 \u0627\u0628\u0632\u0627\u0631 \u062c\u062f\u06cc\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062a\u0644\u0627\u0634 (Effort Parameter) \u062f\u0631 API\u060c \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u06cc\u0646 \u062d\u062f\u0627\u0642\u0644 \u06a9\u0631\u062f\u0646 \u0632\u0645\u0627\u0646 \u0648 \u0647\u0632\u06cc\u0646\u0647 \u06cc\u0627 \u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0631\u0633\u0627\u0646\u062f\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0648 \u062f\u0642\u062a\u060c \u062a\u0639\u0627\u062f\u0644 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u0646\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764161052032\"><strong class=\"schema-faq-question\">Opus 4.5 \u0686\u0647 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0646\u0647\u0627\u06cc\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062f\u0627\u0631\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0627\u06cc\u0646 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627 \u0634\u0627\u0645\u0644 \u0639\u0631\u0636\u0647 \u06af\u0633\u062a\u0631\u062f\u0647 Claude for Chrome \u0648 Claude for Excel\u060c \u0647\u0645\u0686\u0646\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0686\u062a \u0628\u06cc\u200c\u067e\u0627\u06cc\u0627\u0646 (\u0628\u0627 \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0632\u0645\u06cc\u0646\u0647) \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc Claude \u0627\u0633\u062a.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1764161061001\"><strong class=\"schema-faq-question\">\u0622\u06cc\u0627 Claude Opus 4.5 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI Agents) \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0628\u0644\u0647\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631 (Agentic Tasks) \u0639\u0627\u0644\u06cc \u0627\u0633\u062a \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0639\u0627\u0645\u0644\u06cc (Multi-agent Systems) \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0628\u0627 \u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0628\u0627\u0644\u0627 \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u062f.<\/p> <\/div> <\/div>\n<div style='text-align:center' class='yasr-auto-insert-visitor'><!--Yasr Visitor Votes Shortcode--><div id='yasr_visitor_votes_982afc98c67a9' class='yasr-visitor-votes'><div class=\"yasr-custom-text-vv-before yasr-custom-text-vv-before-20439\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/div><div id='yasr-vv-second-row-container-982afc98c67a9'\r\n                                        class='yasr-vv-second-row-container'><div id='yasr-visitor-votes-rater-982afc98c67a9'\r\n                                      class='yasr-rater-stars-vv'\r\n                                      data-rater-postid='20439'\r\n                                      data-rating='5'\r\n                                      data-rater-starsize='24'\r\n                                      data-rater-readonly='false'\r\n                                      data-rater-nonce='73bd71f607'\r\n                                      data-issingular='false'\r\n                                    ><\/div><div class=\"yasr-vv-stats-text-container\" id=\"yasr-vv-stats-text-container-982afc98c67a9\"><span id=\"yasr-vv-text-container-982afc98c67a9\" class=\"yasr-vv-text-container\"><strong><span id=\"yasr-vv-votes-number-container-982afc98c67a9\">1<\/span> \/ <span id=\"yasr-vv-average-container-982afc98c67a9\">5<\/span><\/strong><\/span><\/div><div id='yasr-vv-loader-982afc98c67a9' class='yasr-vv-container-loader'><\/div><\/div><div id='yasr-vv-bottom-container-982afc98c67a9'\r\n                              class='yasr-vv-bottom-container'\r\n                              style='display:none'><\/div><\/div><!--End Yasr Visitor Votes Shortcode--><\/div>","protected":false},"excerpt":{"rendered":"<p>\u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f\u060c \u062f\u06cc\u06af\u0631 \u0635\u0631\u0641\u0627\u064b \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0646\u0638\u0631\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f\u061b \u0628\u0644\u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u0627\u0642\u062a\u0635\u0627\u062f \u062c\u0647\u0627\u0646\u06cc \u0628\u062f\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0648 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0631\u0627 \u0627\u0632 \u0646\u0648 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u062e\u0637 \u0645\u0642\u062f\u0645 \u0627\u06cc\u0646 \u062a\u062d\u0648\u0644\u060c \u0634\u0631\u06a9\u062a \u0622\u0646\u062a\u0631\u0648\u067e\u06cc\u06a9 \u0628\u0627 \u0631\u0648\u0646\u0645\u0627\u06cc\u06cc \u0627\u0632 Claude Opus 4.5\u060c \u0645\u062f\u0644\u06cc \u06a9\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 &#8220;\u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0628\u0631\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c &hellip;<\/p>\n","protected":false},"author":30,"featured_media":20440,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","pgc_sgb_lightbox_settings":"","yasr_overall_rating":0,"yasr_post_is_review":"","yasr_auto_insert_disabled":"","yasr_review_type":"","footnotes":""},"categories":[38],"tags":[],"class_list":["post-20439","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"yasr_visitor_votes":{"stars_attributes":{"read_only":false,"span_bottom":false},"number_of_votes":1,"sum_votes":5},"uagb_featured_image_src":{"full":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus.webp",1920,1280,false],"thumbnail":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-150x150.webp",150,150,true],"medium":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-300x200.webp",300,200,true],"medium_large":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-768x512.webp",768,512,true],"large":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-1024x683.webp",1024,683,true],"1536x1536":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-1536x1024.webp",1536,1024,true],"2048x2048":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus.webp",1920,1280,false],"jannah-image-small":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-220x150.webp",220,150,true],"jannah-image-large":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-550x370.webp",550,370,true],"jannah-image-post":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-780x470.webp",780,470,true],"mailpoet_newsletter_max":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/11\/introducing-Claude-4.5-Opus-1320x880.webp",1320,880,true]},"uagb_author_info":{"display_name":"\u0631\u0648\u0632\u0628\u0647 \u0639\u0628\u0627\u0633\u06cc \u0622\u0630\u063a\u0627\u0646","author_link":"https:\/\/hamiya.shop\/jurnal\/author\/roozbeh\/"},"uagb_comment_info":0,"uagb_excerpt":"\u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f\u060c \u062f\u06cc\u06af\u0631 \u0635\u0631\u0641\u0627\u064b \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0646\u0638\u0631\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f\u061b \u0628\u0644\u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u0627\u0642\u062a\u0635\u0627\u062f \u062c\u0647\u0627\u0646\u06cc \u0628\u062f\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0648 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0631\u0627 \u0627\u0632 \u0646\u0648 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u062e\u0637 \u0645\u0642\u062f\u0645 \u0627\u06cc\u0646 \u062a\u062d\u0648\u0644\u060c \u0634\u0631\u06a9\u062a \u0622\u0646\u062a\u0631\u0648\u067e\u06cc\u06a9 \u0628\u0627 \u0631\u0648\u0646\u0645\u0627\u06cc\u06cc \u0627\u0632 Claude Opus 4.5\u060c \u0645\u062f\u0644\u06cc \u06a9\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 &#8220;\u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0628\u0631\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c&hellip;","_links":{"self":[{"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/posts\/20439","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/users\/30"}],"replies":[{"embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/comments?post=20439"}],"version-history":[{"count":7,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/posts\/20439\/revisions"}],"predecessor-version":[{"id":20468,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/posts\/20439\/revisions\/20468"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/media\/20440"}],"wp:attachment":[{"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/media?parent=20439"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/categories?post=20439"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/tags?post=20439"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}