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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 #472 · 05/12/2025, 06:04 AM

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5/10 東京ドームシティにて開催されたCNPトレカ「TREASURE HUNT 2025」は、大盛況＆熱狂のうちに終了！🔥✨ UXLINKも日本でのWeb3ムーブメントを現地からサポート。来場者310名超、SNSでも「神イベント」の声が続出📱💥 日本発のWeb3、ますます面白くなってきました。 📸現地の様子はこちら👇 #UXLINK#CNPトレカ#Web3JP#TreasureHunt2025 CNP’s “TREASURE HUNT 2025” at Tokyo Dome City was a huge success—packed with energy, community vibes, and pure Web3 excitement 🇯🇵🔥 With 310+ attendees and tons of buzz across SNS, UXLINK continues to show up on the ground in Japan’s Web3 movement. This space is heating up fast. 📸 See what went down: #UXLINK#Web3Japan#CNPToreca#TreasureHunt2025

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UXLINK

@uxlink_community · Post #470 · 05/10/2025, 05:27 AM

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最近の日本Web3界隈で目立つのが、UXLINKの存在感。🇯🇵🔍 CNPとの提携を皮切りに、日本ローカルの強力なIPとの協業が加速⚡ オンチェーン/オフチェーン両方でのコミュニティ展開に加え、 Web2企業とのクロスパートナー戦略も水面下で進行中🤝 “ユーザー起点のWeb3ソーシャル”という文脈で、 UXLINKは今、日本で一番面白い動きをしているかもしれない。🚀 #UXLINK#Web3JP#CNP#ソーシャルレイヤー#CommunityDriven One of the most quietly significant players gaining traction in Japan’s Web3 scene 🇯🇵👀#UXLINK Following its recent collaboration with CNP—a top domestic IP—UXLINK is making inroads across both native Web3 communities and mainstream Web2 circles 🤝 IRL activations, on-chain social dynamics, and a clear long-term strategy signal a serious Japan play 🎯 If you're tracking the rise of social infrastructure in Asia’s Web3 movement, this is one to watch. 📡 #UXLINK#Web3Japan#CommunityLayer#CNP#Web3Social

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