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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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The Telegram Times

@TheTGTimes · Post #428 · 12/28/2024, 02:07 PM

📰Add reaction to the service message In the latest version of Telegram Beta for Android, you will be able to add reaction to service messages and gifts that you received from other users! #Reaction | #beta v11.6 👉The TG Times

Desi Memes Funny Jokes

@DESI_MEMES_Funny_Jokes · Post #5886 · 11/28/2024, 03:10 PM

Try Not To Laugh Challenge 58 🤣 #KKReacts#Reactions #ifyoulaughyoulose#dontlaughchallenge#ifyoulaughyourgoingtohell#trynottolaugh#trynottolaughchallenge #dontlaugh #funny#meme#memes#reaction#reactionboi