Reporting Sites with Astro & DuckDB

Here's an interesting architecture for a reporting site.

1. Incremental ETL script that updates a local DuckDB file
2. A static Astro site where templates can directly leverage DuckDB's rich analytical queries
3. The built site is published to Cloudflare Pages (or similar)

The steps above run on a schedule in github actions. The DB file is cached and restored on every run (but can be rebuilt if lost).