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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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📢 Yep.uz – Новости из Узбекистана

@yepuz · Post #11368 · 09/14/2025, 01:55 PM

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2025-yil 13-sentabr kuni Chortoq va Uychi bekatlari o‘rtasidagi qo‘riqlanmagan temir yo‘l kesishmasida Gentra avtomobili poyezd bilan to‘qnashdi. Mashinada olti kishi bo‘lib, hech kim omon qolmagan, deb xabar berilgan “O‘zbekiston temir yo‘llari” AJ telegrаm-kanalida. https://yep.uz/uz/2025/09/chortoq-uychi-temir-yol-ytx-olti-kishi-halok/ #yo‘ltransporthodisasi #temiryo‘lkesishmasi #xavfsizlik#yth#halokbo‘lganlar #gentra

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📢 Yep.uz – Новости из Узбекистана

@yepuz · Post #11466 · 10/29/2025, 02:35 PM

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Ukrainadagi “Xochu jit” loyihasi Rossiyaning Ukrainaga qarshi urushi davomida halok bo‘lgan yoki bedarak yo‘qolgan o‘zbekistonliklarning ro‘yxatini e’lon qildi. Loyihaga ko‘ra, 481 nafar shaxs aniqlangan, ammo haqiqiy raqam bundan ancha yuqori bo‘lishi mumkin. https://yep.uz/uz/2025/10/ozbekistonliklar-rossiya-armiyasida-halok-bolganlar-royxati/ #xochujit#urush#rossiyaarmiyasi#o‘zbekistonliklar #ukraina#jangchilar#markaziyosiyo#migrantlar#halokbo‘lganlar #tadqiqot#rossiyavaurush#o‘zbekiston

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