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Source channel @githubtrending · Post #14925 · Jul 7

#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5]. https://github.com/humanlayer/12-factor-agents

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Посольство России в Пакистане / Embassy of Russia in Pakistan

@rusembpak · Post #1862 · 08/27/2025, 06:13 PM

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🇷🇺 New Russian Language courses are ready to open their doors in Karachi! 🇵🇰 🌍 Dreaming of studying in Russia? Start your journey right from home with the Russian Language Foundation Program delivered to you by the Russian Synergy University in partnership with Newports Institute. 📅 Admissions Open Now! Learn more #StudyInRussia#RussianLanguage#NewportsInstitute#StudyAbroad#LanguageProgram

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Посольство России в Пакистане / Embassy of Russia in Pakistan

@rusembpak · Post #1861 · 08/27/2025, 06:12 PM

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🇷🇺 Курсы русского языка от университета "Синергия" готовы открыть свои двери в Карачи! 🇵🇰 🌍 Мечтаете учиться в России? Начните увлекательное путешествие в мир русского языка и культуры с базовой программы, которую предлагает вам Российский университет «Синергия» в партнерстве с институтом "Ньюпортс". 📅 Прием документов открыт! Узнать больше #StudyInRussia#RussianLanguage#NewportsInstitute#StudyAbroad#LanguageProgram

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