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

Perspective 4 Sep 2026 · 3 min read Saying No in Your Own Language Someone asked how and when to take a common antidepressant, whether before or after food, and what is in it. They asked in Russian. The interface was in Turkish. The engine on Auto replied with a canned refusal — in Engl… Perspective 18 Aug 2026 · 2 min read When Saying Is Not Doing Someone spent nine turns trying to identify a medication from a description. Three times the assistant really did search. Six times it said it was searching and did nothing. Intermittent, which is the worst kind: it does… Perspective 13 Jun 2026 · 2 min read Budgets Should Say No Politely Every AI platform has limits. The difference is what happens when you reach one. The common failure mode: a request quietly dies, an error code appears, and you are left guessing whether the model is down, your account i… Perspective 30 May 2026 · 6 min read 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… Perspective 29 May 2026 · 4 min read 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… Perspective 28 May 2026 · 4 min read 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…