What Verification Debt Is

Short summary

Verification Debt, a term popularized by AWS CTO Werner Vogels at re:Invent 2025, describes the growing gap between AI code generation speed and human review capacity. Unlike technical debt, it is fundamentally about trust — code that may be correct or subtly wrong with no one having confirmed which. The article suggests practical levers like context-rich reviews, local-first validation, and evidence trails, while disclosing the author is building Reality Graph to address this problem.

• •Verification Debt is the gap between AI code generation speed and human review capacity
• •Popularized by Werner Vogels at re:Invent 2025 as a trust problem distinct from technical debt
• •Practical levers include context-aware reviews, local-first validation, and evidence trails

Generated with AI, which can make mistakes.