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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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FXStreet Crypto News

@fxstreetcrypto · Post #53595 · 03/31/2026, 09:03 PM

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🚨Crypto Trading Guide for Beginners🚨 Ready to master crypto trading? Join Ekta Mourya from FXStreet as she breaks down how to stop gambling and start building wealth with a structured plan! 💥 Key Insights: - Stop guessing, understand market cycles 📉 - Avoid 3 common mistakes beginners make ❌ - Use the Crypto Fear & Greed Index to your advantage 🤑 - Top-down analysis with simple tools like RSI & Moving Averages 📊 Start trading like a pro today. Watch now! 👉https://www.youtube.com/watch?v=R8aAPHvHiKU #CryptoTradingGuide#BitcoinForBeginners#FXStreet#CryptoSuccess#SmartMoneyConcepts

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FXStreet Crypto News

@fxstreetcrypto · Post #53591 · 03/31/2026, 01:46 PM

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🚨Crypto Trading Guide for Beginners🚨 Ready to master crypto trading? Join Ekta Mourya from FXStreet as she breaks down how to stop gambling and start building wealth with a structured plan! 💥 Key Insights: - Stop guessing, understand market cycles 📉 - Avoid 3 common mistakes beginners make ❌ - Use the Crypto Fear & Greed Index to your advantage 🤑 - Top-down analysis with simple tools like RSI & Moving Averages 📊 Start trading like a pro today. Watch now! 👉https://www.youtube.com/watch?v=R8aAPHvHiKU #CryptoTradingGuide#BitcoinForBeginners#FXStreet#CryptoSuccess#SmartMoneyConcepts

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#cryptotradingguide#bitcoinforbeginners#fxstreet#cryptosuccess#smartmoneyconcepts