Since the 1990s, the phrase has brought to mind old systems, accumulated shortcuts, outdated dependencies, thin documentation, and architecture shaped by years of compromise. The debt was something that gathered over time and showed up when a company needed to repair, extend, or replace the software. AI-assisted development brings that debt much closer to the moment the software is created.