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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 #64886 · 04/10/2026, 07:04 AM

🚀 BlackRock's Bitcoin Trust Sees Significant Inflows Amid Market Dynamics Investors directed $269.3 million into BlackRock’s iShares Bitcoin Trust on Thursday, marking its most successful day since early March, coinciding with the escalation of the US-Iran conflict. According to Cointelegraph, this influx helped reverse two days of net outflows among the 12 U.S. spot Bitcoin ETFs, culminating in a net inflow of $358.1 million. Bitcoin ETF inflows serve as a measure of both retail and institutional interest in Bitcoin. The Fidelity Wise Origin Bitcoin Fund (FBTC) followed with $53.3 million in inflows, while the newly launched Morgan Stanley Bitcoin Trust (MSBT) contributed $14.9 million on its second trading day, as reported by Farside Investors. Bitwise and ARK 21Shares' Bitcoin ETFs saw inflows of $11.7 million and $4.8 million, respectively, while Franklin Templeton and VanEck’s Bitcoin products recorded around $2 million. Since March 23, BlackRock’s IBIT has accumulated $1.5 billion in net inflows, despite a broader crypto market downturn that saw Bitcoin's price drop from a 2026 high of $97,000 to $72,100. Robert Mitchnick, BlackRock’s digital assets head, remarked in March that IBIT investors tend to be "disproportionately long-term buy and hold" investors, even amid significant selling pressure in the Bitcoin market. Meanwhile, Amy Oldenburg, Morgan Stanley’s digital asset head, highlighted in a Bloomberg interview that MSBT was the bank’s most successful ETF launch to date. She noted, "This is just the first of a long roadmap of new products on the asset management side." Morgan Stanley has also filed to list a staked Ether (ETH) ETF and Solana (SOL) ETF. With the recent inflows, U.S. spot Bitcoin ETFs are nearing a year-to-date net inflow. The Bitcoin ETFs concluded 2025 with $56.59 billion in net inflows and currently stand at $56.51 billion, just $80 million shy of returning to their initial inflow figures for the year. #BlackRock#BitcoinTrust#BitcoinETF#MarketInflows#Fidelity#MorganStanley#Cryptocurrency#Bitcoin#ETFs#Investment#DigitalAssets#USIranConflict#CryptoMarket#BTC#ETH#SOL