During November 2024, Bhapathak focused on enhancing the microsoft/lisa repository to ensure Azure Linux 3.0 readiness for Microsoft Lisa test suites. Their work centered on updating test automation coverage to support CBLMariner 3.0 for Azure Monitor Agent Linux and AzSecPack across both x64 and arm64 architectures. Using Python, CI/CD pipelines, and Linux testing expertise, Bhapathak implemented critical fixes to verification routines, addressing compatibility with the latest Azure Linux releases. This effort reduced upgrade risk for customers and improved CI reliability, reflecting a deep understanding of cross-architecture validation and the evolving requirements of Linux-based agent components in cloud environments.