{"id":316,"date":"2025-03-22T05:46:59","date_gmt":"2025-03-22T03:46:59","guid":{"rendered":"https:\/\/asgru.com\/ru\/?page_id=316"},"modified":"2025-03-22T05:46:59","modified_gmt":"2025-03-22T03:46:59","slug":"ai-code-refactoring-i-optimizacziya-ii-koda","status":"publish","type":"page","link":"https:\/\/asgru.com\/ru\/ai-code-refactoring-i-optimizacziya-ii-koda\/","title":{"rendered":"AI Code Refactoring \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0418\u0418 \u043a\u043e\u0434\u0430"},"content":{"rendered":"\n
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AI Code Refactoring \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0418\u0418 \u043a\u043e\u0434\u0430<\/h1>\n\n\n\n

\u0418\u0441\u043f\u0440\u0430\u0432\u043b\u044e, \u043e\u0447\u0438\u0449\u0443 \u0438 \u0434\u043e\u0432\u0435\u0434\u0443 \u0434\u043e \u0438\u0434\u0435\u0430\u043b\u0430 \u0432\u0430\u0448 AI-\u043a\u043e\u0434, \u0441\u0434\u0435\u043b\u0430\u0432 \u0435\u0433\u043e \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u043c \u0438 \u0433\u043e\u0442\u043e\u0432\u044b\u043c \u043a \u0440\u0435\u043b\u0438\u0437\u0443.<\/strong><\/p>\n\n\n\n

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\u0421\u0432\u044f\u0436\u0438\u0442\u0435\u0441\u044c \u0441\u043e \u043c\u043d\u043e\u0439<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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\u0427\u0442\u043e \u0432\u0445\u043e\u0434\u0438\u0442 \u0432 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443?<\/h2>\n\n\n\n
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\u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u0443\u044e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443 \u0441\u0430\u0439\u0442\u043e\u0432, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c AI-\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 (ChatGPT, Copilot \u0438 \u0434\u0440\u0443\u0433\u0438\u0445). \u042f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0441\u044c \u043d\u0430 human review AI code, \u043f\u043e\u0441\u0442\u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430. \u041f\u043e\u043c\u043e\u0433\u0430\u044e \u0440\u0435\u0448\u0438\u0442\u044c AI coding issues \u0438 \u043f\u0440\u0435\u0432\u0440\u0430\u0449\u0430\u044e messy AI code \u0432 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0438 \u0447\u0438\u0441\u0442\u044b\u0439 \u043a\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u043e\u0436\u043d\u043e \u0441\u043f\u043e\u043a\u043e\u0439\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0432 \u043f\u0440\u043e\u0434\u0430\u043a\u0448\u0435\u043d\u0435.<\/p>\n<\/div>\n\n\n\n

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Human Review \u0438 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433<\/strong><\/strong><\/strong><\/h3>\n\n\n\n

\u042f \u0432\u0440\u0443\u0447\u043d\u0443\u044e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u044e \u0438 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u044f\u044e \u043a\u043e\u0434 \u043f\u043e\u0441\u043b\u0435 AI, \u0443\u0441\u0442\u0440\u0430\u043d\u044f\u044f \u043e\u0448\u0438\u0431\u043a\u0438 \u0438 \u0443\u043b\u0443\u0447\u0448\u0430\u044f \u0435\u0433\u043e \u0447\u0438\u0442\u0430\u0435\u043c\u043e\u0441\u0442\u044c.<\/p>\n<\/div>\n\n\n\n

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\u041e\u0447\u0438\u0441\u0442\u043a\u0430 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f AI-\u043a\u043e\u0434\u0430<\/strong><\/h3>\n\n\n\n

\u0423\u0434\u0430\u043b\u044f\u044e \u043b\u0438\u0448\u043d\u0435\u0435, \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u0443\u044e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0438 \u0434\u0435\u043b\u0430\u044e AI-generated code production-ready.<\/p>\n<\/div>\n\n\n\n

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\u0414\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 AI-\u0434\u0440\u0430\u0444\u0442\u0430 \u0434\u043e \u0444\u0438\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u0432\u0435\u0440\u0441\u0438\u0438<\/strong><\/strong><\/h3>\n\n\n\n

\u041f\u0440\u0435\u0432\u0440\u0430\u0449\u0430\u044e \u0441\u044b\u0440\u043e\u0439 AI-\u043a\u043e\u0434 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0439 \u043f\u0440\u043e\u0434\u0443\u043a\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u0440\u0435\u0434\u0435.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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\u042d\u0442\u0430\u043f\u044b \u043f\u043e AI Code Refactoring<\/h1>\n\n\n\n
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1. \u0412\u044b \u043f\u0440\u0438\u0441\u044b\u043b\u0430\u0435\u0442\u0435 \u0441\u0432\u043e\u0439 \u043a\u043e\u0434, \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 AI (ChatGPT, Copilot \u0438 \u0434\u0440.).<\/h3>\n\n\n\n
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2. \u042f \u043f\u0440\u043e\u0432\u043e\u0436\u0443 \u0430\u0443\u0434\u0438\u0442, \u0432\u044b\u044f\u0432\u043b\u044f\u044e \u043e\u0448\u0438\u0431\u043a\u0438 \u0438 \u043d\u0435\u0434\u043e\u0440\u0430\u0431\u043e\u0442\u043a\u0438.<\/h3>\n\n\n\n
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3. \u0412\u044b\u043f\u043e\u043b\u043d\u044f\u044e \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u0443\u044e \u043e\u0447\u0438\u0441\u0442\u043a\u0443, \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044e \u043a\u043e\u0434\u0430.<\/h3>\n\n\n\n
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4. \u041f\u0435\u0440\u0435\u0434\u0430\u044e \u0432\u0430\u043c \u0447\u0438\u0441\u0442\u044b\u0439, \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0439 \u0438 \u0433\u043e\u0442\u043e\u0432\u044b\u0439 \u043a \u0437\u0430\u043f\u0443\u0441\u043a\u0443 \u043a\u043e\u0434.<\/h3>\n\n\n\n
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\u0421\u0432\u044f\u0436\u0438\u0442\u0435\u0441\u044c \u0441\u043e \u043c\u043d\u043e\u0439<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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\u041f\u043e\u0447\u0435\u043c\u0443 \u0432\u0430\u0436\u043d\u043e \u0432\u043e\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u044d\u0442\u043e\u0439 \u0443\u0441\u043b\u0443\u0433\u043e\u0439:<\/h2>\n<\/div>\n\n\n\n
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\u041c\u0438\u043d\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u043e\u0442\u0435\u0440\u044c<\/h3>\n\n\n\n

\u0413\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u0435 AI code quality.<\/p>\n<\/div>\n\n\n\n

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\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0445<\/h3>\n\n\n\n

\u041c\u0438\u043d\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0440\u0438\u0441\u043a\u043e\u0432 \u043f\u0440\u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0435 AI-generated \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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\u041e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c<\/h3>\n\n\n\n

\u042d\u043a\u043e\u043d\u043e\u043c\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043d\u0430 \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u043e\u0448\u0438\u0431\u043e\u043a.<\/p>\n<\/div>\n\n\n\n

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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n
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\u041f\u0440\u0435\u0434\u043e\u0442\u0432\u0440\u0430\u0449\u0435\u043d\u0438\u0435 \u0431\u0443\u0434\u0443\u0449\u0438\u0445 \u043e\u0448\u0438\u0431\u043e\u043a<\/h3>\n\n\n\n

\u041f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u0435 \u0434\u043e\u0432\u0435\u0440\u0438\u044f \u043a \u043a\u043e\u0434\u0443, \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u043c\u043e\u043c\u0443 GPT \u0438 Copilot.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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\u0421\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u044c \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0418\u0418 \u043a\u043e\u0434\u0430<\/h2>\n\n\n\n
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\u0421\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u044c \u0443\u0441\u043b\u0443\u0433 \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u0438\u043d\u0434\u0438\u0432\u0438\u0434\u0443\u0430\u043b\u044c\u043d\u043e \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0438 \u043e\u0431\u044a\u0435\u043c\u0430 \u043a\u043e\u0434\u0430. \u041f\u0435\u0440\u0435\u0434 \u043d\u0430\u0447\u0430\u043b\u043e\u043c \u0440\u0430\u0431\u043e\u0442 \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u044b\u0439 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u0443\u0434\u0438\u0442 \u0441 \u043e\u0446\u0435\u043d\u043a\u043e\u0439 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447\u0438.<\/p>\n<\/div>\n\n\n\n

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\u0427\u0430\u0441\u0442\u043e \u0437\u0430\u0434\u0430\u0432\u0430\u0435\u043c\u044b\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u043f\u0440\u0438 AI Code Refactoring<\/h2>\n\n\n\n
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\u0427\u0442\u043e \u0432\u0445\u043e\u0434\u0438\u0442 \u0432 \u0443\u0441\u043b\u0443\u0433\u0443 AI code refactoring?<\/strong><\/strong>

\u041f\u043e\u043b\u043d\u044b\u0439 \u0430\u0443\u0434\u0438\u0442, \u043e\u0447\u0438\u0441\u0442\u043a\u0430 \u0438 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 AI-\u043a\u043e\u0434\u0430.<\/p> <\/div>

\u041f\u043e\u0447\u0435\u043c\u0443 \u043d\u0435\u043b\u044c\u0437\u044f \u0434\u043e\u0432\u0435\u0440\u044f\u0442\u044c AI-generated \u043a\u043e\u0434\u0443 \u0431\u0435\u0437 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438?<\/strong><\/strong>

AI \u0447\u0430\u0441\u0442\u043e \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u043a\u043e\u0434 \u0441 \u0431\u0430\u0433\u0430\u043c\u0438 \u0438 \u043d\u0435\u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u043c\u0438, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u043c\u0438 human review.<\/p> <\/div>

\u041a\u0430\u043a \u0431\u044b\u0441\u0442\u0440\u043e \u0432\u044b \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442\u0435 \u0437\u0430\u043a\u0430\u0437?<\/strong><\/strong>

\u0412 \u0441\u0440\u0435\u0434\u043d\u0435\u043c \u043e\u0442 1 \u0434\u043e 3 \u0434\u043d\u0435\u0439, \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0438 \u043e\u0431\u044a\u0435\u043c\u0430.<\/p> <\/div>

\u041c\u043e\u0436\u0435\u0442\u0435 \u043b\u0438 \u0432\u044b \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u0442\u044c Python-\u043a\u043e\u0434 \u043e\u0442 AI?<\/strong><\/strong>

\u0414\u0430, \u044f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0441\u044c \u043d\u0430 refactor Python code from AI.<\/p> <\/div>

\u0415\u0441\u0442\u044c \u043b\u0438 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0435 \u043f\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u0441\u0442\u0440\u043e\u043a?<\/strong><\/strong>

\u042f \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e \u0440\u0430\u0437\u043d\u044b\u0435 \u043f\u0430\u043a\u0435\u0442\u044b \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u043e\u0431\u044a\u0435\u043c\u0430 \u0440\u0430\u0431\u043e\u0442\u044b.<\/p> <\/div>

AI coding issues \u0432\u0441\u0435\u0433\u0434\u0430 \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u043c\u044b?<\/strong><\/strong>

\u0412 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u0434\u0430, \u043d\u043e \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u044b\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0445 \u043e\u0448\u0438\u0431\u043a\u0430\u0445.<\/p> <\/div>

\u0412\u044b \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442\u0435 \u043a\u043e\u0434 \u0432\u0440\u0443\u0447\u043d\u0443\u044e?<\/strong><\/strong>

\u0414\u0430, \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u0440\u043e\u0432\u043e\u0436\u0443 human review AI code.<\/p> <\/div>

\u0413\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0443\u0435\u0442\u0435 \u043b\u0438 \u0432\u044b production-ready \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e?<\/strong><\/strong>

\u0414\u0430, \u043f\u043e\u0441\u043b\u0435 \u043c\u043e\u0435\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043a\u043e\u0434 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0433\u043e\u0442\u043e\u0432 \u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044e.<\/p> <\/div>

\u0427\u0435\u043c \u043f\u043b\u043e\u0445 messy AI code?<\/strong><\/strong>

\u0421\u043d\u0438\u0436\u0430\u0435\u0442 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0438 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043a \u043e\u0448\u0438\u0431\u043a\u0430\u043c \u043d\u0430 \u0441\u0430\u0439\u0442\u0435.<\/p> <\/div>

\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 AI to human code transition?<\/strong><\/strong>

\u041f\u0435\u0440\u0435\u0445\u043e\u0434 \u043e\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u043a \u043f\u0440\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u043e\u043c\u0443 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u043c\u0443 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c.<\/p> <\/div>

\u041a\u0430\u043a\u0438\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0432\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 \u043f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435?<\/strong><\/strong>

\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u0432 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433\u0435, \u0434\u0435\u0431\u0430\u0433\u0433\u0438\u043d\u0433\u0435 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438.<\/p> <\/div>

\u041a\u0430\u043a\u0430\u044f \u043a\u0432\u0430\u043b\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0443 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c?<\/strong><\/strong>

\u0411\u043e\u043b\u044c\u0448\u043e\u0439 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043e\u043f\u044b\u0442 \u0438 \u0433\u043b\u0443\u0431\u043e\u043a\u0438\u0435 \u0437\u043d\u0430\u043d\u0438\u044f \u0432\u0435\u0431-\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0438 AI-\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432.<\/p> <\/div>

\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 post-processing AI code?<\/strong><\/strong>

\u0424\u0438\u043d\u0430\u043b\u044c\u043d\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 AI-\u043a\u043e\u0434\u0430 \u0434\u043b\u044f \u0435\u0433\u043e \u043f\u0440\u0438\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u043a \u0440\u0430\u0431\u043e\u0447\u0435\u043c\u0443 \u0432\u0438\u0434\u0443.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"

AI Code Refactoring \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0418\u0418 \u043a\u043e\u0434\u0430 \u0418\u0441\u043f\u0440\u0430\u0432\u043b\u044e, \u043e\u0447\u0438\u0449\u0443 \u0438 \u0434\u043e\u0432\u0435\u0434\u0443 \u0434\u043e \u0438\u0434\u0435\u0430\u043b\u0430 \u0432\u0430\u0448 AI-\u043a\u043e\u0434, \u0441\u0434\u0435\u043b\u0430\u0432 \u0435\u0433\u043e \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u043c \u0438 \u0433\u043e\u0442\u043e\u0432\u044b\u043c \u043a \u0440\u0435\u043b\u0438\u0437\u0443. \u0427\u0442\u043e \u0432\u0445\u043e\u0434\u0438\u0442 \u0432 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443? \u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u0443\u044e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443 \u0441\u0430\u0439\u0442\u043e\u0432, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c AI-\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 (ChatGPT, Copilot \u0438 \u0434\u0440\u0443\u0433\u0438\u0445). \u042f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0441\u044c \u043d\u0430 human review AI code, \u043f\u043e\u0441\u0442\u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430. \u041f\u043e\u043c\u043e\u0433\u0430\u044e \u0440\u0435\u0448\u0438\u0442\u044c […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-title","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-316","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"\nAI Code Refactoring \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0418\u0418 \u043a\u043e\u0434\u0430<\/title>\n<meta name=\"description\" content=\"\u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e \u0443\u0441\u043b\u0443\u0433\u0438 \u043f\u043e \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 AI-generated \u043a\u043e\u0434\u0430: \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433, \u043e\u0447\u0438\u0441\u0442\u043a\u0430 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u043a\u043e\u0434\u0430 \u043f\u043e\u0441\u043b\u0435 ChatGPT \u0438 Copilot.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/asgru.com\/ru\/ai-code-refactoring-i-optimizacziya-ii-koda\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Code Refactoring \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0418\u0418 \u043a\u043e\u0434\u0430\" \/>\n<meta property=\"og:description\" content=\"\u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e \u0443\u0441\u043b\u0443\u0433\u0438 \u043f\u043e \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 AI-generated \u043a\u043e\u0434\u0430: \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433, \u043e\u0447\u0438\u0441\u0442\u043a\u0430 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u043a\u043e\u0434\u0430 \u043f\u043e\u0441\u043b\u0435 ChatGPT \u0438 Copilot.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/asgru.com\/ru\/ai-code-refactoring-i-optimizacziya-ii-koda\/\" \/>\n<meta property=\"og:site_name\" content=\"asgru\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/asgru.wp\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@ArtemKondranin\" \/>\n<meta name=\"twitter:label1\" content=\"\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 \u043c\u0438\u043d\u0443\u0442\u044b\" \/>\n<script type=\"application\/ld+json\" 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\u043a\u043e\u0434\u0430\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/asgru.com\\\/ru\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/asgru.com\\\/ru\\\/ai-code-refactoring-i-optimizacziya-ii-koda\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/asgru.com\\\/ru\\\/ai-code-refactoring-i-optimizacziya-ii-koda\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/asgru.com\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/k9jlpx98gzcjcei0_coa.jpg\",\"datePublished\":\"2025-03-22T03:46:59+00:00\",\"description\":\"\u041f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e \u0443\u0441\u043b\u0443\u0433\u0438 \u043f\u043e \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 AI-generated \u043a\u043e\u0434\u0430: \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433, \u043e\u0447\u0438\u0441\u0442\u043a\u0430 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u043a\u043e\u0434\u0430 \u043f\u043e\u0441\u043b\u0435 ChatGPT \u0438 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