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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 #3822 · 01/08/2025, 04:00 PM

Bitcoin vs Gold: Morehead's View Billionaire Dan Morehead advocates for Bitcoin over gold, highlighting its advantages. Meanwhile, Bitcoin's value is currently around $95K - $96K. Key Updates: - Revolut becomes the first banking data publisher on the Pyth Network Details. - Bitfinex receives a digital asset service provider license in El Salvador, marking a major global expansion move. - Bhutan SAR plans to adopt BTC, ETH, and BNB as strategic reserves More info. - Fidelity forecasts significant rise in crypto investments by nation-states Full report. - Movement Labs nears $100M Series B round, enhancing their valuation to $3 billion Learn more. - Starknet launches SN Stack for appchain development Announcement. #Bitcoin#Crypto#VC#Fidelity#Bitfinex#ElSalvador#Bhutan#PythNetwork#Revolut#DeFi#MovementLabs#Starknet#Blockchain#DigitalAssets#Investing#Funding#Cryptocurrency#Finance#Technology#MarketTrends