The Stack

• Astro — Website framework. Fast, modern static site generation.
• Python — Data pipelines, signal processing, and automation.
• TypeScript — Type-safe code for data processing and scripts.
• OpenRouter — AI inference for classification and gap generation.
• Cloudflare Pages — Website hosting. Fast, secure, global CDN.
• IONOS — Hosting for processing servers and databases.
• Google Analytics 4 — Privacy-respecting analytics.

Why This Stack

Each technology was chosen to maximize reliability, transparency, and cost efficiency. The site is statically generated for maximum speed and SEO, while the data layer uses managed services for zero-maintenance operation.

Everything is self-hosted where possible. No vendor lock-in. No black boxes.