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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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Nature Travel Vacation

@naturetravelvacationpictures · Post #593 · 04/11/2019, 10:30 AM

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🌿❤️✨🍃 Antelope🦌🦌🦌 #Antelope#Wildlife Join Us ✅🔜@Discover_Nature 🍃🍃🍃🍃🍃🍃🍃🍃🍃🍃🍃🍃🍃

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Interesting Planet 🌍

@interesting_planet_facts · Post #1058 · 11/21/2025, 12:11 PM

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🌎 The saiga antelope has a distinctively enlarged, downward-facing nose that filters dust on Central Asian steppes and cools incoming air. Saiga populations can crash suddenly due to disease outbreaks; in 2015, over 200,000 died from a bacterial infection in just three weeks. ✨ #animals⚡#biodiversity⚡#antelope 👉subscribe Interesting Planet 👉more Channels ​

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