Replit's Universal Package Manager (UPM), designed to manage packages across various programming languages, was initially observed to have a slow execution time of about 200 milliseconds even for simple tasks, which was unexpected for a Go-written application. Upon investigation, it was discovered that the slowdown was caused by a large programmatically generated file, pypi_map.gen.go, which contained extensive map literals being loaded into memory at startup, significantly delaying processes. Through a debugging method known as the "bug sandwich," the issue was identified and addressed by externalizing the data into a lightweight SQLite database, effectively reducing UPM's runtime by around 200 milliseconds. This experience highlighted several lessons, including the efficacy of systematic debugging techniques and the importance of understanding underlying performance issues, while also reaffirming that Go is inherently a fast language. Replit is open to hiring individuals interested in tackling such complex challenges.