Blog
Essays on AI, code review, and engineering.
Thoughts on how AI is changing how we build, inspect, and fix software.
- 14 min read
STATE OF AI ENGINEERING · 2026: The Claude Code Inflection Point & What It Means for the PR Review Crisis
Inside the fastest adoption curve in developer tooling history — and why the bottleneck has moved from writing code to reviewing it. Claude Code, PR review crisis, and the infrastructure critique.sh was built to close.
Read essay - 8 min read
If AI Is Writing the Code, Who's Fixing It?
For the last two years, most of the conversation around AI coding has focused on the wrong layer. In 2026, the more important reality is much bigger: AI is increasingly helping maintain, inspect, debug, and repair software too.
Read essay