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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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Telegram android theming variable guide

@Theming_variable_guide · Post #71 · 07/10/2022, 10:49 AM

#P_G FORWARDING OPTIONS 👉Info if the color does not change Important, these variables also change many other areas! ➖➖➖ #dch radioBackgroundChecked This 👆variable can be found ONLYin 👉 settings and then 👉 chat settings ➖➖➖ These variables can be found when you are in a chat #gba dialogBackground #div divider #nui actionBarDefaultSubmenuItem actionBarDefaultSubmenuItemIcon #gbu dialogButtonSelector