What Verification Debt Is
Technical debt describes the future cost of choosing a fast, expedient solution over a better one. Verification Debt is a related but distinct problem: it's the accumulated gap between how fast AI systems can generate code and how fast humans can actually review,understand, and validate it.
The term was popularized by AWS CTO Werner Vogels during his re:Invent 2025 keynote, where he pointed out that AI coding assistants have made code generation nearly free - but human
review capacity hasn't scaled at all. Every AI-assisted commit that isn't properly verified adds to a growing backlog of unvalidated logic sitting in production.
Why It's Different from Technical Debt
