Delivery highlights for 2025-08 across apache/arrow-rs and apache/hudi focused on reliability, modularity, and maintainability with direct business value: corrected Avro decoding type resolution and prevented bitmap corruption, plus refactored create-handling logic to a reusable base, enabling faster iteration and safer extension.

July 2025: Implemented a Backend Tests Configuration Keys Refactor to import keys from centralized configuration constants instead of hard-coded strings. This change improves test maintainability, reduces typo risk, and aligns test code with the configuration architecture across the gluten backends. The work lays groundwork for scalable, config-driven testing in future sprints and reflects disciplined changes to test infrastructure.

June 2025 monthly work summary for apache/incubator-gluten focused on strengthening test configuration reliability and maintainability in the gluten-ut test harness. Delivered a refactor to use GlutenConfig-based constants instead of hard-coded strings for test configuration keys, preserving existing test behavior while reducing typo risks and simplifying future updates. This change sets the stage for broader standardization of test configurations across the gluten project and supports more scalable test maintenance. No major bugs fixed this month; stability was maintained while implementing the configuration refactor. The work contributes to faster onboarding for new contributors and more reliable test results, enabling quicker validation of changes in downstream features. Key context: repository: apache/incubator-gluten; commits tied to the change reflect a [MINOR] upgrade of config handling in gluten-ut tests.