I keep noticing a weird tradeoff on teams: the person who can fix a bug fastest often becomes the person everyone leans on, and somehow the code stays mysterious for everyone else. That feels efficient in the moment and expensive six months later.
Has anyone seen a team actually get better at this over time, or does the “hero debugger” pattern just keep coming back?
yeah, fast debugging can absolutely make things worse when one person turns into the default fixer. I’ve watched that turn into “just ask Sam” culture, and then nobody else learns the system until Sam’s on vacation and everything slows to a crawl.
What helped on one team was making every fix leave a little trail in the PR — short root cause note, repro, and one test or log line that would’ve caught it. Not glamorous, but it stopped the code from staying magical.