
Beth Hogle developed and extended cross-chain fee and revenue tracking features in the DefiLlama/dimension-adapters repository over a two-month period. She implemented daily and historical data consolidation for protocols such as Taiko, Solomon USDv, Provenance, OpenTrade, and Aquabank, enabling accurate analytics and business insights. Her work included building a scalable multi-chain framework with adapters, supporting new networks and automating wallet-based and vault-based revenue calculations. Using TypeScript and leveraging skills in API integration, backend, and blockchain development, Beth’s contributions improved data reliability, expanded protocol coverage, and reduced manual overhead for revenue attribution, demonstrating depth in financial modeling and data engineering.

Summary for 2026-01: Implemented end-to-end fee and revenue tracking across OpenTrade and Aquabank, complemented by a scalable multi-chain framework with adapters. Daily wallet-based revenue calculations and vault-based revenue attribution now support multi-network operations, enabling accurate business insights and revenue attribution. Fixed Bitkub chain slug to kub to ensure correct chain data across the mapping. Overall, these efforts expand cross-chain coverage, improve data reliability, and reduce manual overhead for revenue analytics.
Summary for 2026-01: Implemented end-to-end fee and revenue tracking across OpenTrade and Aquabank, complemented by a scalable multi-chain framework with adapters. Daily wallet-based revenue calculations and vault-based revenue attribution now support multi-network operations, enabling accurate business insights and revenue attribution. Fixed Bitkub chain slug to kub to ensure correct chain data across the mapping. Overall, these efforts expand cross-chain coverage, improve data reliability, and reduce manual overhead for revenue analytics.
Month 2025-12 — Delivered cross-chain transaction fees and revenue tracking in DefiLlama/dimension-adapters. Implemented data consolidation for fees and revenue across Taiko, Solomon USDv, and Provenance, with support for historical data retrieval and daily calculations for analytics and business insights. This work enhances visibility into cross-chain economics and supports data-driven decisions for product and business teams. Associated commits include fa165beb2368ca42fc32b477fb7a66600760f61c, a9e17434c538e08cd5c4bcb133bb43755ed39a11c, fc5a75dcd333158b7c30dd53740bc83a4c8fbfbb.
Month 2025-12 — Delivered cross-chain transaction fees and revenue tracking in DefiLlama/dimension-adapters. Implemented data consolidation for fees and revenue across Taiko, Solomon USDv, and Provenance, with support for historical data retrieval and daily calculations for analytics and business insights. This work enhances visibility into cross-chain economics and supports data-driven decisions for product and business teams. Associated commits include fa165beb2368ca42fc32b477fb7a66600760f61c, a9e17434c538e08cd5c4bcb133bb43755ed39a11c, fc5a75dcd333158b7c30dd53740bc83a4c8fbfbb.
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