Lab Notes: Our Own Homepage Failed the Slop Test
Before telling clients to avoid AI slop, we ran our five-row slop test on the old Produlogi homepage. It failed three rows. What we found and changed.
4 min read
Lab Notes
Short build logs, before/after teardowns and slop tests from real work: how we ship AI experiences that feel designed, not generated.
Articles
Lab Notes: Write the Design Rules Before the Model Guesses
Generated UI drifts to the same defaults because the model fills every gap you leave. A short design rules file, read before each session, closes them.
5 min read
Lab Notes: Design the States the AI Demo Skips
An AI demo shows one good answer. Real users meet the empty, slow, unsure, wrong and corrected states. Put them in the spec before anyone builds.
4 min read