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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 #3703 · 12/24/2024, 02:37 PM

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Fed's Role in Bitcoin Reserve Plans Discussions arise on the establishment of a Bitcoin Strategic Reserve (BSR) if Trump decides to act quickly. The U.S. Treasury could use the Exchange Stabilization Fund to purchase Bitcoin via an executive order. Long-term stability requires congressional legislation to include Bitcoin in the Strategic Reserve Act. Both steps are Treasury-led, firmly placing the Federal Reserve outside of this decision-making process. In another noteworthy development, blockchain project Trrue has secured a $10 million investment commitment from GEM Digital, despite GEM's background of fraudulent activity, raising concerns over transparency in reporting. Read more: Wu Blockchain News | CoinDesk | Wu Blockchain News #Fed#Bitcoin#BSR#UStreasury#ExecutiveOrder#Trrue#Investment#GEMDigital#Fraud#Blockchain#Transparency#Congress#ReserveAct#Crypto#Finance#News#Regulation#Market#Tokens#Ecosystem#Institution

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