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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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Amazing Geography 🌍

@amazingeo · Post #195 · 09/07/2025, 08:12 PM

🌍 The largest tectonic plate, the Pacific Plate, moves up to 10 centimeters per year—faster than human fingernails grow. Its motion triggers earthquakes and reshapes entire coastlines. ✨ #plate⚡#tectonics⚡#earthquakes⚡#geology⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #314 · 09/30/2025, 12:31 PM

🌍 The Himalayas are growing taller each year because the Indian plate keeps pushing into the Eurasian plate. This slow collision also makes the region one of the world’s most earthquake-prone. ✨ #plate⚡#tectonics⚡#earthquakes⚡#mountains⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #467 · 11/21/2025, 12:31 PM

🌍 Every year, thousands of tiny earthquakes ripple along Earth's mid-ocean ridges as tectonic plates slowly spread apart. These hidden quakes help shape much of the seafloor without being felt on land. ✨ #plate-tectonics ⚡#seafloor⚡#earthquakes⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #39 · 08/13/2025, 12:12 AM

🌍 Earth's crust is in constant motion due to convection currents—slow, swirling movement of hot rock deep below the surface. This drives plate movement, causing earthquakes and forming new land. ✨ #processes⚡#plate⚡#tectonics⚡#geology⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍