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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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Crypto M - Crypto News

@CryptoM · Post #64908 · 04/10/2026, 09:00 AM

🚀 Binance Launches Zero-Fee Trading for BTC/U Pair According to the announcement from Binance, the platform is introducing a zero-fee trading promotion for the BTC/U spot and margin trading pair, effective from 2026-04-17 00:00 (UTC). This promotion will run until 2026-07-16 23:59 (UTC), allowing eligible users to trade without incurring maker and taker fees on this specific pair. However, during the promotion period, trading volume on the BTC/U pair will not contribute to the VIP tier volume calculation or any Liquidity Provider programs. Additionally, BNB discounts, referral rebates, and other adjustments will not apply to this trading pair. United Stables (U) is a next-generation stablecoin backed by fully fluid assets, designed to unify fragmented liquidity across various sectors including trading, payments, DeFi, institutional settlement, and AI-driven autonomous systems. It represents a "fluid" future where value seamlessly flows between humans and AI. Notably, U is the first batch of BNBChain stablecoin to support EIP-3009 gasless authorization, facilitating efficient value transfer across ecosystems. Users should be aware that standard trading fees will resume once the promotion period concludes. Trading eligibility is subject to the user's country or region of residence, with certain jurisdictions restricted from participating. These include Canada, Cuba, Crimea Region, Iran, Netherlands, North Korea, Syria, the United States and its territories, and non-government controlled areas of Ukraine. Binance reserves the right to disqualify users involved in dishonest behavior and to amend the promotion terms at its discretion. Participants must complete account verification to engage in trading these new pairs, and the list of restricted countries may change due to legal and regulatory updates. #Binance#BTCU#ZeroFeeTrading#Cryptocurrency#Stablecoin#DeFi#BNBChain#CryptoPromotion#DigitalAssets#CryptoTrading