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Source channel @githubtrending · Post #14925 · Jul 7

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#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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Quiet World 🍁

@QuietWorld · Post #7450 · 06/27/2020, 11:02 PM

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Shopping for Henoa le Kitten again! 😍 Unplanned but I found item that I didn't know exist before that I think Henoa & I needs and I read lots of reviews saying that this shop sells a lot cheaper than other stores so why not? 😂 Will be making a video of unboxing these + review once they arrived and tested 🥰💞 Stay tuned for this video upload in my channel 🥰 #marcegetaway#youtube#kitten#Henoa @quietworld🍃

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