Tag

#AI Code Quality

3 posts

Open notebook with pen on a desk ready for writing
Engineering Process March 5, 2026 4 min read

The 3-Question Framework for Shipping AI Code Safely

Before you merge AI-generated code, ask these three questions. They take 30 seconds and can save months of production problems.

Two people reviewing code on a laptop screen together
Code Quality February 26, 2026 4 min read

The Real Cost of Skipping Code Review on AI Output

AI-generated code that skips review doesn't save time — it borrows it. Here's what actually happens when teams ship unreviewed AI code, and what it costs.

Modern server room with blue lighting representing production infrastructure
AI Development February 24, 2026 4 min read

Why AI-Generated Code Breaks in Production

AI can generate code fast — but speed without oversight creates expensive problems. Here's why AI-generated code fails in production and what to do about it.