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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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利姆诺斯岛·深空放送局📡

@limnosdsstation · Post #10774 · 03/29/2026, 11:56 AM

#VRchat#chocolat https://x.com/ruriokun_vrc/status/2037956970246992218 るりお : あ、あの...先輩の代わりで来ました... ふっ不慣れですが...よろしくお願いします。。。

利姆诺斯岛·深空放送局📡

@limnosdsstation · Post #10696 · 03/23/2026, 04:29 PM

#VRchat#chocolat https://x.com/R18_9019/status/2035737214995550627 sunege_9019 : VRCアバター妄想、ショコラ * chocolat酱 雌小鬼后辈 想被她这样不讲理地胡搅蛮缠 chocolat: 是前辈呢❤️ 又自己孤零零一个人吗~? chocolat: 真没办法❤️ 那就让我来陪你一起回家吧❤️ chocolat: 噗噗~ 除我之外,前辈果然就没有别的朋友了吧?? (当迟钝的前辈真的打算自己先走时……) chocolat: 为什么你要丢下我先回家啊!?你应该来主动开口求我一起走才对啊!! 前辈: 可是……明明从一开始就根本没约好过啊……

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