On the second day of October, make a small wish No insomnia at night, money in the account Wealth, love, and good luck always by my side Look towards wealth, look towards abundance, earn more @irys_xyz Love money, love oneself, and let the wind rise and water flow Keep moving forward @irys_xyz There are contradictions in the DeFi industry Although the trading process has already achieved decentralization The core data supporting trading decisions And the ecological development is still firmly controlled by centralized platforms On-chain data seems open and transparent, but it is not ① PumpFun's trading records ② Uniswap's trading volume ③ Aave's lending information transformed into usable analytical strategies or application models Developers' dependence on centralized platforms that control API access and impose limits leads to an imbalance between decentralized trading and centralized data, which long-term restricts the development of the DeFi ecosystem The collaboration between SQD and Irys provides a path to solve this problem It is not just a simple technology overlay, but through reconstructing the underlying logic of DeFi data, transforming platform-exclusive closed data into public infrastructure that participants can access equally, providing a clear path to solve the aforementioned issues Specifically, SQD's core role is data structural processing: Transforming scattered and unordered raw on-chain data into standardized data that includes dimensions such as timestamps, trading volume, and K-line trends, giving the data direct usable value Irys is responsible for the permanent storage and security of the data: deploying this structured data on a high-performance data chain, eliminating the need to rely on third-party APIs, avoiding access throttling, and mitigating the risk of data loss due to platform shutdowns, achieving data independence and long-term availability Points to note The solution provided by SQD and Irys is not exclusive to PumpFun, but a universal model applicable to the entire DeFi field: ① HyperLiquid liquidation ② Curve liquidity pool data After standardization by SQD and on-chain storage by Irys, it can break free from centralized intermediaries, helping DeFi achieve full-process decentralization of "trading-data-application," rather than just staying at the trading stage From the perspective of ecological value, the "flywheel effect" of this model is effective Once data transitions from platform barriers to public resources, creators can profit through authorization and monetization mechanisms, high-quality data attracts developers to create applications, enriching scenarios and generating more data demand, driving more processors to participate, forming a positive cycle of data appreciation-value return-ecological expansion In summary: The core of the collaboration between SQD and Irys is to transform "data from platform private property" into "ecological cornerstone developers free from API integration troubles," allowing creators to directly harvest value with standardized data, promoting DeFi to break through the limitations of tool innovation. In the future, DeFi will shift from "where to find data" to "how to create value with data."