Changing context
Spot when an AI task strays from current instructions.
Designing AI people can follow.
Questions about context, human review, and recovery in AI-assisted work.
The questions behind dependable work.
We explore how teams can see what an AI agent used, why it proposed an action, and when to intervene.
Safe correction
Choose where a task should pause, revise, or resume.
Useful review
Give reviewers enough context to make an informed decision.
Map one workflow before you automate it.
Pick one task, identify its inputs, and decide which steps a person should approve.
Create an AI workflow brief →