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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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Crypto M - Crypto News

@CryptoM · Post #65346 · 04/13/2026, 01:44 AM

🚀 Aave's Strategic Shift Following AWW Proposal Approval Aave founder Stani recently shared insights on X regarding the strategic direction following the approval of the AWW proposal. According to ChainCatcher, Stani emphasized that Aave will adopt a model centered entirely around the $AAVE token. This approach grants holders not only economic rights within the protocol but also influence over the brand, user base, and integrated ecosystem. Revenue from all applications and products, including Aave Pro, Aave App, Horizon, and Aave Kit, will be redirected to the DAO treasury. Additionally, the exchange functions of Aave.com and Aave Pro have generated an extra $10 to $20 million in new income. On the product front, the Aave App aims to deliver a fintech-grade experience to attract millions of users, offering each a $1 million account guarantee and plans to introduce a bank card. Aave Pro targets advanced users, while Horizon expands support for real-world assets (RWA). Stani highlighted the goal of growing Aave from a $40 billion protocol to over $1 trillion, positioning it as the foundational credit and repo market for the entire $400 trillion traditional financial asset sector. #Aave#Stani#AAVEtoken#DAO#AavePro#AaveApp#Horizon#RWA#fintech#cryptomarket#financialecosystem#tokenomics#blockchain#crypto#DeFi