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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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@abmedia_news · Post #24595 · 05/14/2026, 07:00 AM
【🤖 AI 人工智慧｜CME 擬推「算力期貨」，打造 AI 時代的數位原油市場】 #SiliconData#CMEGroup#DRW 芝商所董事長 Terry Duffy 宣布與 Silicon Data 合作，預計今年推出算力期貨。 以 GPU 每日基準指數定價，助 AI 業者將不透明支出轉為可控金融風險。DRW 創辦人指出此舉象徵算力金融化，將成全球最大大宗商品。 📍閱讀全文： https://abmedia.io/cme-and-silicon-data-first-compute-future 📍 訂閱鏈新聞頻道：https://linktr.ee/abmedia.io
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@venturevillagewall · Post #3943 · 01/21/2025, 07:00 PM
Circle Expands USDC Ecosystem 🚀 Circle announces key developments: - Acquired RWA platform Hashnote. - Partnered with DRW to promote USDC and Ondo Dollar (USDY). - USDC and USYC launching on Canton blockchain. 💵 50M USDC minted (approx. $50.03M). Bitcoin ETFs now hold over 1.1M BTC (~5.7% supply). Details here | More on Bitcoin ETFs | Canton news #USDC#Circle#Blockchain#Crypto#Finance#USYC#Bitcoin#ETFs#Investments#Hashnote#DRW#DigitalAssets#Canton#Markets#CryptoTrends#Tokenization#WhaleAlert#Funding#Sustainability#DeFi#Innovation