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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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🎨 𝗧𝗘𝗠𝗔𝗦 𝗧𝗘𝗟𝗘𝗚𝗥𝗔𝗠 ➤ 𝗧𝗚𝗫

@dnz_temas · Post #1845 · 02/12/2023, 02:47 AM

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⠀ 📱 𝐃𝐍𝐙 𝐓𝐄𝐌𝐀𝐒 🔠🔠 >> 🔠🔠🔠 📱 📢 𝗖𝗵𝗮𝗻𝗻𝗲𝗹: @DNZ_Temas🇧🇷 #Sunflower#dark ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➡️𝐀𝐏𝐏𝐋𝐘 𝐓𝐇𝐄𝐌𝐄 📱 ( Telegram ) ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ ➡️𝗕‌𝐀𝐂𝐊𝐆𝐑𝐎𝐔𝐍𝐃 ➖➖➖➖➖➖➖➖ 🖼𝐖𝐀𝐋𝐋𝐏𝐀𝐏𝐄𝐑 ➖➖➖➖➖➖➖ ⠀ ╚════ ღ 𝔻ℕℤ 𝕋𝔼𝕄𝔸𝕊 ღ ══╝

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🎨 𝗧𝗘𝗠𝗔𝗦 𝗧𝗘𝗟𝗘𝗚𝗥𝗔𝗠 ➤ 𝗧𝗚𝗫

@dnz_temas · Post #1982 · 03/12/2023, 11:01 AM

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📱 𝐃𝐍𝐙 𝐓𝐄𝐌𝐀𝐒 🔠🔠 >> 🔠🔠🔠 📱 📢 𝗖𝗵𝗮𝗻𝗻𝗲𝗹: @DNZ_Temas🇧🇷 #Sunflower#blur#White ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ➖ ⚠️𝐀𝐏𝐏𝐋𝐘 𝐓𝐇𝐄𝐌𝐄 📱 ( Telegram ) ➖➖➖➖➖➖➖➖➖➖➖➖➖ ⠀ ╚════ ღ 𝔻ℕℤ 𝕋𝔼𝕄𝔸𝕊 ღ ══╝

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