According to @ItsDave_ADA, Demeter.run is recommended for Cardano builders seeking reliable blockchain services and comprehensive documentation, enabling teams to skip the complexity of running and understanding services and jump straight into building, source: Dave on X, Oct 12, 2025. According to Electric Capital, developer activity is a leading indicator of ecosystem growth that traders track when assessing network health, linking improved developer tooling to potential increases in application development and on-chain activity, source: Electric Capital 2023 Developer Report. According to @ItsDave_ADA, the post does not include price action, on-chain metrics, or adoption statistics, so traders should treat it as a builder tooling signal rather than a direct market data update, source: Dave on X, Oct 12, 2025.

According to @DeepLearningAI, the Buildathon event, hosted with AI Fund, is highlighting the rapid advancement of AI-assisted coding by inviting developers to quickly prototype real products using current tools. This surge in AI tool adoption is expected to accelerate blockchain and crypto project development cycles, potentially increasing the pace of decentralized app launches and smart contract innovation. Traders should monitor tokens associated with AI and developer infrastructure, as heightened activity and sentiment could drive short-term price movements. Source: @DeepLearningAI.