Citizen developer harnesses and automation

Building · 15 min · Staff, developers

How to move from using AI to building with it, and where a harness fits safely in the campus ecosystem.

Test your knowledge

Select an answer to see whether it is correct. Incorrect answers stay open so you can try again.

What is the main focus of this video?

Who stays responsible for consequential decisions when AI supports campus work?

For team meetings

Leaders can use these prompts when a team watches together.

Where does building with harnesses already show up in your team's work, and where could it help next?
What would need to be true before your team relied on AI for this, and who would review the results?
Pick one workflow from this discussion to try within two weeks, and name who owns the follow-up.

Up next

Watch the Harness take one website change from request to live verification, with a person approving every gate.

Building · 2 min