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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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Aesthetica

@Aetatesolis · Post #4404 · 04/25/2025, 06:01 PM

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👙Bikini Emilio Pucci designed a bikini in 1956 inspired by the so-called 'Bikini Girls' (Roman women playing sports) in Villa Del Casale, Sicily. #romans #bikini AETATESOLIS

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机场花名册|持续更新

@airportroster · Post #1340 · 06/19/2023, 02:43 AM

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#编号1046 #Bikini Bottom 商店截图 收录时间: 2023.06.19 官网: https://user.biqibao.site 群组: @biqibaohappy 频道: @biqibaohappy 说明: 这是第三个叫比奇堡的，前两个都跑了 近期测评: 🧵此消息由BOT自动生成发布，如有错误请及时反馈。 ✏️投稿联系

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达莉亚

@caijingwangyuanjing · Post #256 · 03/06/2025, 05:36 PM

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Come to the sauna with me! I need to work up a good sweat... #sauna#bikini

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