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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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Сhilonzor tumani hokimligi Matbuot xizmati

@Chilonzor_tuman_hokimligi · Post #80357 · 02/16/2026, 10:10 AM

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#AholiniRo‘yxatgaOlish #IkkinchiBosqich #3_Charx_Kamolon "3-Charx Kamolon" mahallasi yetiligi tomonidan xatlov jarayonlari jadal olib borilmoqda. Shuningndek, MFY raisi Abduqodir Sattorov ham xonadonma-xonadon yurib, mahalladoshlarini ro‘yxatga olish ishlarida faol ishtirok etmoqda va aholiga ro‘yxatdan o‘tish kelajak uchun muhim ekanligi bo‘yicha aholiga tushuntirish-targ‘ibot ishlarini olib bormoqda. 🔵@Chilonzor_tumani_hokimligi

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Сhilonzor tumani hokimligi Matbuot xizmati

@Chilonzor_tuman_hokimligi · Post #80350 · 02/16/2026, 07:59 AM

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#AholiniRo‘yxatgaOlish #Chilonzor #IkkinchiBosqich #MFYЕttiligi Chilonzor tumanida aholini ro‘yxatga olish jarayonlarining ikkinchi bosqichi jadallik bilan davom etmoqda. Ushbu muhim davlat tadbirida faol ishtirok etayotgan, o‘z hududida ishlarni namunali tarzda tashkil etgan MFY yettiliklariga tuman hokimligi o‘zining samimiy minnatdorchiligini bildiradi. Sizlarning mas’uliyat, tashabbuskorlik va fidoyilik bilan olib borayotgan sa’y-harakatlaringiz ushbu jarayonning sifatli va o‘z vaqtida amalga oshirilishida muhim ahamiyat kasb etmoqda. Shu bilan birga, barcha mahallalarimizda aholini ro‘yxatga olish ishlarini yanada jadallashtirish, mavjud imkoniyat va kuchlarni to‘liq safarbar etgan holda jarayonni belgilangan muddatlarda muvaffaqiyatli yakunlashga chaqiramiz. ⬅️⬅️⬅️ Birgalikdagi sa’y-harakatlarimiz orqali ushbu muhim tadbirni yuqori saviyada tashkil etib, tumanimizda namunaviy natijalarga erishamiz, deb ishonamiz. 👉👉👉 Videoxabarlarimizda jarayondar #FidoyiJamoa#Mas’uliyatVaNatija #JadalIshlar 🔵@Chilonzor_tumani_hokimligi

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#aholiniro#chilonzor#ikkinchibosqich#mfyеttiligi#fidoyijamoa#mas#jadalishlar