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Engineering Blog
Deep dives into how we build Norveth, thoughts on the future of software engineering, and technical essays.
Why we abandoned generic LLMs
An in-depth look at why standard RAG pipelines fail for large codebases, and how we built a deterministic relational graph to power our AI assistant.
Scaling PostgreSQL for ASTs
How we optimized our database schema to handle billions of syntax nodes across thousands of active repositories.