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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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Learn RCRussian🤍💙❤️

@learnRCRussian · Post #5825 · 12/13/2025, 03:00 PM

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Служба спасения сов! Owl Rescue Service! 🦉Our fighters are rescuing an owl that got tangled in the fiber-optic cable from an FPV drone. • Сова (совы) (femin.noun) [sa-va (so-vy)] An owl(s) #news #kindness 😎RCR | Support | Boost

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#news#kindness
Learn RCRussian🤍💙❤️

@learnRCRussian · Post #5821 · 12/12/2025, 01:00 PM

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Sometimes the world seems very difficult and complicated, doesn't it? 😽It is so difficult to remain kind and humane in our time, the harder our life is, the more pleased we are with videos where people support and understand each other, where a kind joke warms our hearts and makes our world brighter! 😽Yes, we are busy with our own affairs, burdened with problems, family events. We forget about the power of human kindness. A young girl, on her first day at work, is very worried. Every plate feels like a test, every look from the customer feels like a judgment. But instead of impatience, she is greeted with smiles. Instead of irritation, there are encouraging shouts and friendly hugs. The guests, as if sensing her vulnerability, choose sympathy. They thank and cheer her up. 😽This is a deep truth. Our strength is not in perfection, but in kindness. We offer kindness to others and choose it in ourselves. Video: Новый мир #kindness #brief_and_interesting #Russian_culture 😎RCR | Support | Boost

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Quiet World 🍁

@QuietWorld · Post #6779 · 10/23/2019, 11:30 PM

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🔖“What we have done for ourselves alone; dies with us. What we have done for others and the world; remains and is immortal.” · Albert Pike · #life#kindness#truth @quietworld🍃

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#life#kindness#truth
Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40077 · 11/13/2025, 03:00 AM

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World Kindness Day, from the World Kindness Movement, is a universal awareness day about promoting the importance of being kind to each other, to yourself, and to the world, and is celebrated on the 13th of November every year. Celebrate by being kind online too. [Source] @googlefactss #Kindness#BeKind

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Quiet World 🍁

@QuietWorld · Post #6748 · 10/19/2019, 01:00 PM

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Happiness is not so much in having as in sharing; We make a living by what we get, but we make a life by what we give. – Norman M. #kindness#happiness#life @quietworld🍃

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