AI-Generated Code Is Creating a New Kind of Technical Debt
AI code generation is changing how software gets built.
It is also creating a new kind of technical debt that most teams do not see until it is too late.
The problem is not that AI writes bad code. Completely wrong code fails fast. It gets caught, deleted, and replaced.
The real problem is code that looks correct but is not.
In this video I break down the pattern I am seeing across multiple production systems.
I also walk through the practical framework we use to review AI-generated pull requests so that AI remains a force multiplier instead of a long-term liability.
Three questions. Thirty seconds. It catches most of the hidden debt before it compounds.
If your team is using AI coding tools, this is the engineering discipline that keeps speed from turning into fragility.