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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 #64928 · 04/10/2026, 10:22 AM

🚀 Aave Faces Internal Challenges Amid Governance Disputes PANews posted on X (formerly Twitter). Aave, a prominent player in the decentralized finance (DeFi) sector, is currently facing significant internal challenges that are proving more daunting than the ongoing bear market. The departure of three key service providers—BGD Labs, ACI, and Chaos Labs—marks a critical juncture for the platform. These exits highlight a clash between the founder's vision and decentralized governance. Aave Labs, which holds 23% of the token voting power, is pushing for a transition to V4. However, the service providers have found themselves without a voice in the decision-making process, while also facing increasing legal risks. This situation has led them to withdraw their support, effectively voting with their feet. The troubles facing Aave underscore the fact that risks in the DeFi space are not solely market-driven. Sometimes, the most significant threats come from within the organization itself. #Aave#DeFi#GovernanceDisputes#DecentralizedFinance#InternalChallenges#TokenVoting#V4Transition#LegalRisks#ServiceProviders#AaveLabs#AAVE