Insights
We document our cleanup process in public. Code smells, why AI code collapses, refactoring. More coming weekly.
Why AI-generated code collapses at scale
Common structural and process reasons AI-assisted codebases fail as they grow, and what to do about it.
February 1, 2025(Coming soon)
5 structural issues we keep seeing
Duplication, dead code, security patterns, flaky logic, and inconsistent architecture. How we spot and fix them.
February 8, 2025(Coming soon)
How we run a cleanup audit
Our process for assessing a codebase: what we look at, what we deliver, and how we prioritize.
February 15, 2025(Coming soon)
More posts coming weekly. Process documented here so you know what to expect when you work with us.