# Emerging UX pattern reframes human role as captain reviewing agent outputs > Source: > Published: 2026-08-10 20:05:16+00:00 # Emerging UX pattern reframes human role as captain reviewing agent outputs According to a post on Everything Engineer, an emerging user experience pattern is reframing the human role in agent workflows from input micro-manager to 'captain' reviewing agent outputs. The pattern is proposed as a way to address the autonomous agent execution consent problem by ensuring humans retain decision authority over agent-generated actions before deployment. ## Topics ## Sources - Press [Read article](https://everythingengineer.substack.com/p/captains-read-the-outputs-a-better-human-agent-ux) ## Go deeper This intelligence is sourced automatically from public sources across the web and synthesised by the Prefactor AI pipeline. Stories are reviewed before publication.