Blog

Field notes from the Scholarus team

Essays on craft, product decisions, and what we're learning from the community.

The quiet skill that separates great AI builders

It isn't a deeper model. It isn't a better tool. It's the willingness to read the trace before writing the fix.

Why we think a community of serious builders matters more than another pile of tutorials.

Benchmarks feel like progress. Often they're a way of delaying the harder question: does your thing actually work?