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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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UXLINK

@uxlink_community · Post #371 · 03/28/2025, 03:19 AM

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🚀 Exciting updates: UXLINK One account growth has exploded from 160K to 500,000+ in under 10 days! 💥 💰 Over 6,000,000 $UXLINK deposited as OAOG protocol’s universal gas 📈 Daily transactions: 10,000+ | Total transactions: ~1,000,000 This is what global community power looks like! 🌍✨ Thank you for trusting us to redefine #Web3. Chain & account abstraction are revolutionizing user experiences—smoother, safer, and simpler for everyone. As the world’s largest #Web3 social platform & infrastructure, we’re building the SOCIAL FOUNDATION for mass adoption. 💪The future is here—let’s shape it together! 🎉#UXLINK#MassAdoption#Web3Infrastructure#AccountAbstraction

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EdgeMarket.AI 📣

@edgemarketai · Post #8002 · 02/23/2026, 02:09 PM

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By February 23, the story will already be written. EdgeMarket explores how decentralised oracles, collective intelligence, and AI signals converge to forecast global outcomes — transparently, without manipulation. Prediction is infrastructure. Truth is a system. #EdgeMarket#DecentralisedOracles#CollectiveIntelligence#AIInference#OlympicData#FutureOfPrediction#Web3Infrastructure

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