Mahith focused on stabilizing the Fiddler Quickstart notebooks in the fiddler-examples repository by addressing dependency and documentation issues. Using Python and Jupyter Notebook, Mahith updated torch and torchvision versions and added the missing matplotlib dependency to ensure reliable execution. The work involved correcting typos and restoring broken external documentation links, which improved the onboarding experience for new users. By aligning dependencies with the current Python package ecosystem, Mahith enhanced the reproducibility and reliability of the notebooks. The depth of the work lay in careful dependency management and documentation updates, directly reducing support needs and facilitating smoother user adoption.