Resolve.

Source for resolve.works — the site of Resolve., the software and data engineering practice of Johan Schuijt: LLM extraction and search, interfaces for working with data, and the full stack underneath — for organizations doing work that matters.

The site is fully static: prerendered HTML/CSS/JS, no database, no CMS.

Tech stack

• SvelteKit 2 + Svelte 5, mdsvex for article markdown, @sveltejs/adapter-static
• D3 for the embedding scatter visualizations (the only runtime dependency)
• Social cards prerendered from hand-serialized SVG to PNG endpoints with resvg during pnpm build
• pnpm for dependencies
• Docker (nginx) for serving the static build

Local development

pnpm install      # install dependencies
pnpm dev          # dev server (http://localhost:5173)
pnpm build        # prerender the static site into build/
pnpm preview      # serve the built site locally

Regenerate the visualization data after editing any page content, article or otherwise (embeds the prerendered HTML with transformers.js + UMAP, then rebuilds so build/ picks up the fresh JSON and card backgrounds):

pnpm build
pnpm generate-embeddings

Also update the affected lastmod values in static/sitemap.xml.

Docker

docker build -t resolve.works .
docker run --rm -p 8080:80 resolve.works   # http://localhost:8080