TypeSafe developed jev-browser-wingman, a tool that delegates browser automation tasks from AI agents to improve efficiency by reducing costly model turns. The team iterated through 20 validation rounds, discovering that hiding competing browser tools forced agent adoption, and encountered a critical safety bug where forms submitting at the same URL caused duplicate submissions.