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Source channel @githubtrending · Post #14925 · Jul 7

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#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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Waste.uz

@wasteuzgroup · Post #8019 · 03/15/2025, 02:04 PM

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#TozalikPosboniningBirKuni#Faces 📹Umrini atrof-muhit tozaligiga bag‘ishlagan xodim: “Kasbimdan faxrlanaman” Oramizda shunday kasb egalari borki, ular issiqni issiq, sovuqni sovuq demay, zimmasiga yuklatilgan vazifani sidqidildan bajarib, nafaqat oilasi, qolaversa, el-yurti obodligi yo‘lida halol mehnat qilib kelmoqda. Ana shunday fidoiy xodimlarni munosib tarzda e’tirof etish maqsadida Ekologiya, atrof-muhitni muhofaza qilish va iqlim o‘zgarishi vazirligi huzuridagi Chiqindilarni boshqarish va sirkulyar iqtisodiyotni rivojlantirish agentligi tomonidan “Tozalik posbonining bir kuni” nomli loyiha yo‘lga qo‘yildi. —— «Я горжусь своей профессией»: Сотрудник, посвятивший свою жизнь чистоте окружающей среды Среди нас есть профессионалы, которые, несмотря на жару или холод, не жалуются на погоду, а добросовестно выполняют свои задачи, честно трудясь на благо семьи и страны. Для достойного признания заслуг преданных своему делу сотрудников, Агентство по управлению отходами и развитию циркулярной экономики при Министерстве экологии, охраны окружающей среды и изменения климата запустило проект «День защитника санитарии». Manba Kanalimizga obuna bo'ling: @wasteuzgroup 📷Instagram | 🕊Telegram | 📱Facebook |

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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40711 · 02/27/2026, 03:02 PM

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Sheep can recognize and remember faces. They can remember 50 sheep faces over two years and at least 10 human faces. They look at outside features first, then focus on eyes, nose, and mouth when familiar. If a sheep stares, it might be memorizing your face! 🐑🧠 @googlefactss #Sheep#SmartAnimals#Faces#Memory#Animals

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