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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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利姆诺斯岛·深空放送局📡

@limnosdsstation · Post #11062 · 04/15/2026, 08:19 PM

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#VRchat#chiffon https://x.com/59UShop/status/2036459895571226999 59UShop : ねえねえ、シフォンちゃん なんのお寿司が好き？ * 呐呐，chiffon酱，你喜欢吃什么寿司？ 要说咱果然还是喜欢上面有汉堡肉的！

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利姆诺斯岛·深空放送局📡

@limnosdsstation · Post #10086 · 02/13/2026, 08:51 AM

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#VRchat#chiffon https://x.com/Kdy_VR/status/2020482748251783459 Kdy_VR : I'm not great at dancing. 🩷 BUT I'm GREAT at being silly! 🎶 Song: BIRDBRAIN - JamieP 🎶 Did you enjoy the duckies? :3 🦆

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