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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 #8 · 08/09/2025, 01:52 PM

🌍 The El Niño and La Niña cycles shift ocean temperatures across the Pacific, affecting weather patterns around the globe, from droughts in Australia to floods in South America. ✨ #ElNino⚡#LaNina⚡#climate⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 🌍

Les Flashs Météo 气象追踪

@chinaweatherinfomationupdate · Post #227336 · 05/18/2026, 02:19 PM

Prof. Tim Li's presentation on multi-timescale interactions in the global monsoon was a highlight at #OMC2026. His insights connect directly to his newly published paper exploring why some #LaNina events persist across multiple years. A compelling read. #AAS#AcademicSky#Science via @aasjournal.bsky.social - Adv. Atmos. Sci.

Les Flashs Météo 气象追踪

@chinaweatherinfomationupdate · Post #227335 · 05/18/2026, 02:18 PM

Prof. Tim Li's presentation on multi-timescale interactions in the global monsoon was a highlight at #OMC2026. His insights connect directly to his newly published paper exploring why some #LaNina events persist across multiple years. A compelling read. #AAS#AcademicSky#Science via @aasjournal.bsky.social - Adv. Atmos. Sci.