Defect-Rate

Reliability, systems thinking, and what we find while building.

AI Writes More of Your Code Now. It Also Ships More Reliability Risk.

In a 2025 study of 470 pull requests, AI-written code shipped ~1.7x more issues and ~1.4x more critical defects. Catch reliability risk before you commit.

Shift Left·Jul 26, 2026