From the Team

Engineering, data, research, product.

24 posts from the ResearchTimeline team on how we build and what we've learned.

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EngineeringFeatured

How we built journal matching without a black-box percentage.

Every match shows keyword overlap, scope, and the data source.

Mar 15, 2026 · 8 min read

Why we settled on OpenAlex for metadata over the alternatives.

Mar 8, 2026 · 6 min

Cloudflare D1 limits in practice, and the pagination patterns that hold up.

Mar 1, 2026 · 5 min

What 50,000 abstracts taught us about how researchers describe their work.

Feb 22, 2026 · 7 min

How the match score earns its place on screen.

Feb 15, 2026 · 4 min

Rebuilding our indexing pipeline for daily OpenAlex syncs.

Feb 8, 2026 · 9 min

Signals of novelty: what abstracts reveal about impact.

Feb 1, 2026 · 7 min

Showing 1–7 of 24