It's Monday morning. You open your PR queue. Branch: codex/something. Two hundred files changed. Forty thousand lines of AI-generated code. Description: nothing. Just the check boxes for bugfix and new feature are checked. The author is a non-technical co-founder.

This episode introduces accountability debt - the gap between who captures the efficiency win from vibe coding and who gets paged at 2 am when that AI-generated code breaks in production. I will break down why large AI-generated pull requests create a code review crisis, no PR template was built to handle, what actually works when the engineer who needs to push back reports to the person holding the PR, and how to frame technical risk as business risk when appealing to the engineering process goes nowhere.

If you're an IC staring at an unreviewable 40,000-line diff from someone with more authority than context, or an engineering manager trying to build AI code governance that actually holds - this one is for you.

AI writing code is not the problem. The problem is what your team inherits when no one asks who owns it during an incident.

Topics: AI-generated code, vibe coding, code review, pull request review, accountability debt, technical debt, AI code governance, engineering leadership, startup engineering, non-technical founders, AI developer tools, on-call culture, engineering management, software development process