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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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Teach For Uzbekistan | Official

@teachforuzbekistan · Post #308 · 11/12/2025, 01:31 PM

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😎 Qashqadaryo viloyati Ko‘kdala tumanidagi 4-maktab o‘quvchilari o‘zlarining sevimli Tabiiy fan o‘qituvchisi — Zuxriddin Maxramov haqida iliq fikrlarini bildirishdi. 💬 Ustozlariga bo‘lgan hurmat va minnatdorchilik so‘zlari ularning ko‘zidagi samimiyat va faxrda yaqqol seziladi. 🟡🟡🟡 😎 Students of School No. 4 in Kukdala district, Kashkadarya region, shared their heartfelt thoughts about their beloved Natural Science teacher — Zukhriddin Makhramov. 💬 Words of respect and gratitude toward their teacher could be clearly felt in their sincere smiles and eyes full of pride. #TeachForUzbekistan#Qashqadaryo#FellowStory#Oqituvchi#Ilhom#EducationForAll 📱Instagram🕊Telegram🔹Linkedin📱Facebook📺YouTube🌍Veb sayt

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