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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 #64808 · 04/10/2026, 01:23 AM

🚀 U.S. Stocks Rise as Crypto-Linked Stocks Show Mixed Results U.S. stocks ended the trading session on a positive note, with overall gains observed across the market. According to NS3.AI, crypto-linked stocks displayed mixed performance. CRCL experienced a significant decline, falling over 9.34%. In contrast, COIN saw a decrease of more than 3.47%, while Strategy (formerly MicroStrategy) recorded a modest increase of over 0.44%. MARA also showed positive movement, gaining more than 1.79%. #USStocks#CryptoStocks#MarketUpdate#StockMarket#Investing#COIN#CRCL#MARA#MicroStrategy

Crypto M - Crypto News

@CryptoM · Post #64866 · 04/10/2026, 05:34 AM

🚀 Hong Kong Crypto Stocks Surge Ahead of Stablecoin License Announcement Hong Kong-listed crypto-related stocks experienced significant gains today as the market anticipates the announcement of the region's first batch of stablecoin licenses. According to NS3.AI, Guotai Junan International saw a remarkable increase of over 20%, while Yunfeng Financial rose nearly 12%. Shenwan Hongyuan Hong Kong also reported a rise of more than 11.5%. The upcoming stablecoin license announcement is expected to impact the local crypto market positively, driving investor interest and confidence. #HongKong#CryptoStocks#StablecoinLicense#GuotaiJunan#YunfengFinancial#ShenwanHongyuan#CryptoMarket#InvestorInterest#CryptoNews