# Architecture

## Pages

- [Synthesized, Not Engineered](https://aeshift.com/posts/2026-03-03-synthesized-not-engineered/index.md): A research team replaced a database query engine with an LLM that writes bespoke C++ for every query. It beat DuckDB. The implications go well beyond databases.