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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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IT Masters

@ITmastersuz · Post #12322 · 08/13/2025, 10:50 AM

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Duolingo uchun raqobatchi chiqdi — yangi til o‘rgatuvchi LangAI, u samarali ravishda tillarni o‘rgatadi. Bu feyk emas, balki o‘zining puxta o‘ylangan o‘quv dasturiga ega to‘liq raqobatchi. ⚡️ Birinchi — istalgan tildagi eng kerakli 1000 ta so‘z. ⚡️ Keyin esa — faqat jonli amaliyot bo'ladi. ⚡️ Suhbat mashqlari: matn yoki ovoz orqali javob berish mumkin. ⚡️ O‘zingizga mos darajani tanlaysiz. ⚡️ Har bir xatoni tahlil qilib, tushuntirib berishadi. ⚡️Google Play | App Store 👍Bizning barcha loyihalar | #learning

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Elf Crypto VIP

@elfcryptovip · Post #12109 · 10/09/2025, 09:31 AM

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TradingView keyboard shortcuts #Learning https://www.tradingview.com/charting-library-docs/latest/getting_started/Shortcuts/

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Elf Crypto VIP

@elfcryptovip · Post #11965 · 09/18/2025, 10:05 AM

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Liquidity Sweep combined with Divergence can be very powerful in predicting a potential reversal 🔄 #Learning

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