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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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Venture Village Wall 🦄

@venturevillagewall · Post #3950 · 01/22/2025, 01:00 PM

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Circle Acquires Hashnote; $5.6M for Wingbits 🔍 Institutional investment management platform Hashnote acquired by Circle. 💰 Wingbits, a token-incentivized flight tracking network, raises $5.6M in a strategic funding round led by Borderless Capital and Bullish, with participation from various investors. 🔄 Significant crypto movement detected: 2,410 #BTC (worth $253M) transferred to Coinbase Institutional. ⚡ Mantle announces a financial blockchain center with a treasury of $4.3B, planning expansion of mETH and FBTC Protocols in 2025. 🌐 Mistral AI aims for IPO and opens Singapore office as part of regional expansion. 🏛️ Major U.S. Bitcoin miner MARA advocates for Bitcoin reserves in 50 states with state-level bills under consideration. 🚀 Stargate Project initiated by tech giants for AI infrastructure in the U.S., with $500 billion investment planned by 2029. 🔗Read more about Mantle's blockchain center. #Hashnote#Circle#Wingbits#Crypto#BTC#Mantle#mETH#FBTC#MistralAI#IPO#MARA#Bitcoin#StargateProject#AI#VC

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