#ai-engineering

Comprehension Debt Is the Real AI Tax
AI-assisted engineers score 17% lower on comprehension of their own code. The codebase looks fine. The humans who shipped it can no longer reason about it under pressure.
#ai-engineering#technical-debt#mittelstand
8 min read

The 23.5% Problem: Why AI-Assisted Pull Requests Ship More Incidents
AI lifts PR throughput 20% and incident rate 23.5%. Net: more outages. Here are the code-review disciplines that close the gap without banning the tools.
#ai-engineering#code-review#engineering-management
7 min read