Blog

Engineering notes, creator economics, and product announcements from the team building ToRun.

The Honest-UX Bar Every AI Product Should Clear
perspective 30 May 2026
The Honest-UX Bar Every AI Product Should Clear

Most AI products fail on a dimension that has nothing to do with model quality. They fail on honesty — not in the sense of lying outright, but in the quieter ways: burying what a call costs, expressing confident nonsense…

ToRun Team
ToRun Team · 6 min read
You Should Own Your AI Memory
perspective 29 May 2026
You Should Own Your AI Memory

The Memory Problem Nobody Is Talking About AI assistants are getting genuinely good at remembering things. Your preferred output format. The tech stack you work in. Your timezone, your team structure, the fact that you a…

ToRun Team
ToRun Team · 4 min read
Why One Model Is Never Enough
perspective 28 May 2026
Why One Model Is Never Enough

The single-model trap Every major AI provider wants you to believe their flagship model is the right answer to every question. That belief is commercially convenient for them and technically incorrect for you. A model th…

ToRun Team
ToRun Team · 4 min read