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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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@no_eyes_kaleidoscope · Post #1274 · 09/14/2025, 01:10 PM

💬 Немного осенней ностальгии. Очень уютный столичный ХоФ, на Арбате. Культовое место для старожил того времени, и игроков нулевых-десятых. Уверен что хоть одно фото, да хранится в архивах у каждого кто был активен в то время. Спота больше нет, но остались теплые воспоминания ✨😌 GRAFFITI 4EVER! 👨🏻‍🎨 Eloom, Maekk85 🗓️ 2013 📍Москва, Новый Арбат #нёк#граффити#maekk85#eloom#архив