Worked on expanding and refining DeFi data adapters within the DefiLlama-Adapters and dimension-adapters repositories, focusing on Bitflow integration. Over three months, developed features to increase trading pair coverage, dynamically configure pool and LP token addresses, and support new stable swap and DLMM pool pairs. Used JavaScript and TypeScript to enhance backend reliability, removing hard-coded values for easier maintenance and future scalability. Implemented robust data validation, such as finite value checks, to improve analytics accuracy and prevent reporting errors. The work strengthened liquidity coverage, stabilized volume reporting, and ensured compatibility with evolving DeFi protocols, supporting downstream analytics and business decisions.