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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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ChatGPT AI Technology News

@chatgpt_officialnews · Post #184 · 07/08/2025, 03:53 PM

🧠AI Robot Chef Learns 200+ Recipes by Watching YouTube At the University of Cambridge, researchers trained a robot chef to learn over 200 cooking recipes—just by watching YouTube videos! 📸 ❓Here’s how it works: 👀 The robot watches cooking videos 🧠 Uses AI to identify ingredients, tools, and steps 🧑‍🍳 Replicates the recipes on its own in a real kitchen! Even better? It rated the dishes and improved its skills over time—just like a real chef! 👨‍🍳📈 🎯Why it matters: AI is evolving from text and speech to physical interaction—blending computer vision, robotics, and deep learning to understand and act in the real world. NeuralHubAI might not cook your dinner (yet)… but we’re already helping you build, think, and create faster every day. What will you teach AI next? ✨ ➖➖➖➖🔻 🧠 BOT: @Chatgpt_OfficialBOT 💎@Chatgpt_OfficialNews #️⃣#AIrobot#NeuralHubAI#FutureTech#CookingWithAI ➖➖➖➖🔺