Quality Debt Is the New Technical Debt
DevOps.com, Thursday, October 8th, 2026
AI lets teams ship code daily but testing can't keep up, creating 'quality debt'; UiPath pitches Test Cloud and a testing maturity model.
The author argues that AI coding assistants have made shipping weekly or daily easy, while QA still runs on slower Agile and DevOps rhythms.
The widening gap between how fast code moves and how quickly anyone can verify it creates 'quality debt,' where code ships through CI/CD in an afternoon with no real confidence it is better than yesterday's.
Reviewing UiPath's Test Cloud demo at a Tech Field Day Showcase, the author highlights its testing maturity model, which runs from manual clicking through brittle scripted UI automation to automation built into delivery.