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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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@ysmodku · Post #5472 · 03/12/2023, 01:54 PM

人物:#荧 作者:#nanami 下载:https://wwze.lanzoub.com/iUbBt0pxotah 来源:https://discord.com/channels/971945032552697897/995556191419764838/1083308602284048484

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@ysmodku · Post #5474 · 03/12/2023, 01:54 PM

人物:#雷电将军 作者:#nanami 下载:https://wwze.lanzoub.com/iGU8r0pxoy7e 来源:https://discord.com/channels/971945032552697897/995556191419764838/1083305931762311199

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@ysmodku · Post #5260 · 03/05/2023, 03:51 AM

人物:#钟离 作者:#nanami 下载:https://wwze.lanzoub.com/igdD80p9xj8f 来源:https://discord.com/channels/971945032552697897/995556191419764838/1081765397398831104

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@cosplayuploadtest2 · Post #102436 · 03/23/2025, 03:20 AM

Title: Nanami_Miyakoshi_宮越虹海,_アイドルワン_I_One_サンプル版_ICONOCLASM Authors: #None Tags: #None#Nanami_Miyakoshi_宮越虹海#アイドルワン_I_One#Nanami#Miyakoshi#宮越虹海#アイドルワン#I_One#サンプル版#ICONOCLASM recommendation: None TelegraphLinks:page-0-19