March 2026 focused on stabilizing revenue reporting and improving data accuracy for the DefiLlama/dimension-adapters pipeline. Delivered a targeted bug fix to ensure revenue is captured when creator configurations are missing due to event availability changes. Updated the default creator_fee_pct from 0% to 50% to reflect standard creator revenue and to respect database configurations. Refined config-lookup logic to avoid revenue under-reporting caused by left-joins to non-existent configs, and refreshed related queries (helpers/queries/bags.sql) to align with v1/v2 config events amid Meteoras changes. Validated data paths across Q2 and Q3 to improve end-to-end coverage and reliability. Documentation and cross-team collaboration were emphasized to ensure maintainability and future resilience.