Brian Branca, an AI Conversation Designer at Fin, on when a Fin procedure is the right tool — and why Operator gets you a first draft, not a finished one.

Teams get Fin to around 50% resolution and plateau — here are the three stages of AI resolution, and how to move to the next one even without engineering time.

A customer knew an internal feature flag name they shouldn’t have — Dawn Perrott used Operator to prove in under ten minutes that Fin hadn’t leaked it.

Dawn Perrott’s 14-factor content readiness framework — the checklist that decides whether Fin can find and use your help content, run live as a single Operator prompt.