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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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@githubtrending · Post #15503 · 02/19/2026, 11:30 AM

#go#coolq#cqhttp#cqhttp_mirai#go#go_cqhttp#golang#group_manager#mirai#mirai_bot#nonebot#onebot#onebot_plugin#onebot_sdk#plugin#qq#qq_bot#qqbot#qqrobot#websocket#zerobot ZeroBot-Plugin is a comprehensive utility plugin collection for the ZeroBot chatbot framework, offering over 100 features across entertainment, management, and productivity categories. The system provides high-priority functions like chat management, sleep tracking, and group administration, alongside mid-tier features such as image generation, music streaming, and game simulations. Users benefit from flexible plugin control—enabling or disabling specific features per group—and dynamic loading capabilities that reduce program size. The platform supports multiple deployment methods, from pre-compiled releases to local compilation, making it accessible whether you prefer ready-to-use binaries or customized builds. With extensive command options, scheduled task triggers, and AI integration, ZeroBot-Plugin transforms group chat management into an automated, entertaining experience while maintaining user control over which features activate in specific communities. https://github.com/FloatTech/ZeroBot-Plugin