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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 #4357 · 03/10/2025, 10:00 PM

Crypto News: Market Decline and Developments 🇺🇸 Sunnyvale Public Safety Officers Association becomes the first U.S. dual-agency to hold Bitcoin on its balance sheet. Joseph Lubin praises U.S. government's reforms, anticipating crypto growth by 2025. President Trump's upcoming executive order may adjust Fed policies for crypto banks and clarify that stablecoins are not securities. FIFA considering a new cryptocurrency, FIFA Coin, to engage 5 billion fans. Coinbase to hire 1,000 workers, citing Trump's positive impact on the crypto industry. Ethereum sees significant outflows totaling $1.8 billion, while total value locked in DeFi drops to $88 million. Bitcoin's price fluctuates between extreme greed and fear, with a current value of $79,000. Ethereum declines below $2000, triggering market fears as total market cap falls by 33%. Current index shows extreme fear since 2022, affecting trader sentiments. #Bitcoin#Crypto#DeFi#TrumpsExecutiveOrder#FIFA#Ethereum#Coinbase#Stablecoins#MarketSentiment#Bullish#Blockchain#Investors#CryptoRegulation#ETH#USFinance#DigitalAssets#CryptoOutflows#FinanceNews