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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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Bali News

@balinews · Post #81 · 06/09/2024, 10:59 AM

🌊 Bali authorities warn of high tides 🌤 Bali's Meteorology, Climate and Geophysics Agency is warning of extreme weather conditions for several days. In particular, of extremely high tides on the southern coast of the island. ❌ The population and tourists are advised to temporarily refrain from bathing on the beach of Kuta. @BaliNews #weather#tides#Kuta

Interesting Planet 🌍

@interesting_planet_facts · Post #711 · 09/08/2025, 04:22 PM

🌎 In Australia’s Kimberley region, the Horizontal Falls are created when huge tidal currents force seawater through narrow rock gorges, producing powerful, temporary waterfalls that appear to flow sideways. Tides here can rise over 10 meters, creating one of the world’s most unusual tidal phenomena. ✨ #tides⚡#waterfalls⚡#Australia 👉subscribe Interesting Planet ​

Amazing Geography 🌍

@amazingeo · Post #265 · 09/19/2025, 01:12 PM

🌍 Earth’s tides are driven mostly by the Moon’s gravity, causing oceans to rise and fall all over the globe. These constant movements help mix ocean waters and shape coastal ecosystems. ✨ #tides⚡#ocean⚡#cycles⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #318 · 10/01/2025, 12:31 PM

🌍 The Wadden Sea along Europe’s North Sea coast is the world’s largest tidal mudflat system. Twice daily, the sea retreats for kilometers, revealing vast sandbanks and rich habitats for millions of migratory birds. ✨ #coastline⚡#tides⚡#wildlife⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #617 · 02/06/2026, 08:31 PM

🌍 The Bay of Fundy in eastern Canada experiences the highest tidal range on Earth—up to 16 meters between high and low tide. These extreme tides carve dramatic coastal cliffs and ever-changing mudflats. ✨ #tides⚡#coast⚡#landscape⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​