Seamless Handoff - The UX of Background-to-Foreground Transitions

A background agent completes 90% of a task. The remaining 10% needs human judgment - a nuance the agent missed, a decision that requires context the agent doesn't have. If the handoff from "agent working" to "human editing" is clunky, you've just negated the benefit of automation. The transition is a design problem.