Blog
Engineering essays from the RepoInsight team
Deep-dives on AI-powered code analysis, RAG architecture, security scanning, and the engineering lessons we learn along the way.
Featuredproductlaunchai
Introducing RepoInsight: understand any codebase in minutes
We built RepoInsight to fix the slowest part of software engineering — the first week on a new codebase. Here's what it does and why it exists.
The RepoInsight team··4 min read
engineeringai
Why RAG beats pure LLM for understanding codebases
Context windows are big, but codebases are bigger. Here's why retrieval-augmented generation is the right architecture for code analysis, and the tradeoffs we made.
6 min read
engineeringsecurity
How we built an AI security scanner that's actually useful
Static analysis tools catch easy stuff. AI catches the weird stuff. Here's how we combined both to build a security scanner that doesn't just paper the walls with noise.
5 min read