This chapter discusses the challenges of choosing a packaging tool in Python, including the lack of overview of available tools and their differences. The importance of using virtual environments and proper package installation methods is emphasized, as well as the challenges beginners face in managing different packages and versions. The chapter also touches on Python version management and highlights the use of multiple tools in the process.