Doltgres, a version-controlled SQL database, faced a performance regression due to the inclusion of system tables in its pg_catalog. The author utilized Go's pprof tool to visualize performance differences between code branches, ultimately identifying and fixing a bug that was causing unnecessary overhead in fetching table names. This fix not only resolved the slowdown but also improved overall performance benchmarks.