Blog

Insights on architecture-aware code review.

Engineering patterns, real findings from open-source PRs, and updates on making structural review part of every pull request.

July 7, 2026

You're shipping 10x more code. Architecture matters more, not less.

AI coding tools multiplied output, not oversight. Here's why the more code your team ships with Claude Code, Copilot, and Cursor, the more architectural review — not less — you need.

June 13, 2025

What Striff found in 12 major open-source codebases

We ran Striff on real pull requests from Apache Kafka, Oracle GraalVM, Spring Framework, and 9 other major repos. Here's what the structural analysis uncovered.