Labs.

Engineering research, not marketing. Every article here is grounded in something we actually built, Nucleus, LeadScrapper Pro, Itiner, or an experiment that didn’t become a product.

Design Systems

How we build interface systems that stay predictable as they grow, for humans and for the AI tools that now write a lot of the markup.

2 articles

Frontend

Notes on the frontend architecture choices behind both live products, what we render where, and why.

2 articles

AI

Where AI does real work in the products: drafting, regenerating, and the constraints that make that safe to ship.

2 articles

Performance

Real latency budgets from a product that has to audit a website faster than a person would give up waiting.

2 articles

Accessibility

What we ship as a default, not a configuration option, grounded in what Nucleus actually includes out of the box.

2 articles

Experiments

Work that isn't a customer-facing product yet, kept clearly separate from the ones that are.

2 articles