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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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@losernotice · Post #61981 · 05/13/2026, 02:07 PM

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🎬剧集上新! #Re：从零开始的异世界生活简介: 在异世界陷入迷茫的普通高中生菜月昴，邂逅了一位银发的美少女。但想助她一臂之力的昴，却一次次地遭遇敌袭，背叛、暴力，甚至是死亡……“死亡回归”——无力的少年拥有的唯一能力，能将死后时间倒转回一开始。使用了这般力量，便会失去过去的回忆，可为了守护最重要的人们，昴必须抗争到底。“即使你忘却了我，我也不会遗忘你。”

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@losernotice · Post #61723 · 05/06/2026, 07:15 PM

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@losernotice · Post #61463 · 04/29/2026, 02:07 PM

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