Worked on the meta-pytorch/tritonbench repository to streamline the configuration of the RaggedHSTUAttn component through targeted code refactoring and module configuration improvements. Focused on reducing complexity by removing an unused constant and standardizing contextual sequence length naming, the changes aimed to simplify the configuration surface and enhance maintainability. Using Python, the developer consolidated naming conventions and improved code readability, which supports safer future refactors and easier onboarding for new contributors. The work resulted in lower maintenance costs and reduced configuration errors, while preserving existing feature behavior and performance expectations, demonstrating a methodical approach to technical debt reduction and code quality.