Worked on the yt-dlp/yt-dlp repository to enhance the stability and accuracy of podcast data extraction, focusing specifically on the Apple Podcasts extractor. Addressed a bug that affected episode data parsing and URL handling, which previously led to unreliable extraction of podcast information. The solution involved refining backend logic and improving data extraction routines using Python, with an emphasis on robust API integration. This targeted fix reduced downstream errors and improved the reliability of podcast-related downloads. The work demonstrated attention to detail in backend development and contributed to a smoother user experience by ensuring accurate and consistent podcast metadata retrieval.