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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 #4143 · 02/13/2025, 07:00 PM

Steve Yun Speaks at Consensus HK On February 20, Steve Yun from TON Foundation will present at Consensus HK, discussing 'Emerging Markets on the Road to Financial Freedom.' Join to explore DeFi's future and the impact of evolving regulations on Web3. Details here. ⚡️ OpenSea announces OS2 beta version and airdrop. Read more 🚓 In Thailand, Russians arrested for stealing Bitcoin worth $16.5 million. Read more 🧠 A look into the Metaverse and AR/VR projects you might have missed. Read more 🐋 VanEck says some US states will buy $23.5 billion in Bitcoin. Read more 👀 A new Bitcoin-ETF linked structured bond launches in Russia. Read more 🧐 JPMorgan identifies condition for Tether's compliance with US regulations. Read more ❌ Illegal Bitcoin farm shut down near Irkutsk. Read more 🤖 Sam Altman discusses features of GPT-4.5 and GPT-5. Read more 💫 BNB recovered losses following 2025 roadmap release. Read more 🔎 Ethereum Foundation allocates $120 million to DeFi protocols. Read more 👾 WLFI co-founder's X-account hacked to promote a scam. Read more 🔥 Former Greek finance minister criticizes Bitcoin maximalists. Read more #Finance#DeFi#Web3#Bitcoin#OpenSea#Crypto#Ethereum#EthereumFoundation#Cryptocurrency#Blockchain#Thailand#Regulation#CryptoNews#SamAltman#AI#Innovation#Technology#Investment#Metaverse#ARVR#VanEck