Notes on research, engineering, and building AI people can trust.
Ten years of human-centered software, now with applied AI in every engagement. Here's what changes — and what never will.
Adoption tripled after we rebuilt onboarding around real course-planning behavior…
Order processing dropped from hours to minutes with AI-checked workflows…
Our playbook for grounding, transparency, and human review in production AI…