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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 #84 · 07/10/2022, 10:49 AM

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#P_G SEARCHING IN MAIN WINDOW Important, these variables also change many other areas! 👉Info if the color does not change ➖➖➖ 👉Post 4⃣ | 5⃣ | 6⃣ | 7⃣ @skayeee ➖➖➖ 1⃣ #ytext2 windowBackgroundWhiteGrayText2 2⃣ #tsea actionBarDefaultSearch 3⃣ #Lcu chat_messagePanelCursor 4⃣ #dbl / #r_b avatar_backgroundBlue 5⃣ #nbl / #ar_a avatar_actionBarIconBlue 6⃣ #e_s groupcreate_spanBackground 7⃣ #bla / #ebla windowBackgroundWhiteBlackText 8⃣ #ar_t avatar_text 9⃣ #s_n chats_name 1⃣0⃣ #ytext3 windowBackgroundWhiteGrayText3 1⃣1⃣ #eText4 WindowBackgroundWhiteBlueText4 1⃣2⃣ #yse graySection 1⃣3⃣ #y_g key_graySectionText 1⃣4⃣ #div divider

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#p_g #ytext2 #tsea #lcu #dbl #r_b #nbl #ar_a #e_s #bla #ebla #ar_t #s_n #ytext3 #etext4 #yse #y_g #div