Interface walkthrough
What works
The output comparison contrasts in-thread refinement, promoted artifacts, structured reports, and export-oriented results.
The useful comparison is the deliverable lifecycle: how it is edited, versioned, inspected, and moved into real work.
What to test
Run one identical report task across candidate approaches and compare recovery after a failed edit.
Takeaways
Run one identical report task across candidate approaches and compare recovery after a failed edit.
Record the product version, input and expected result when applying this check. Include failed and interrupted attempts in your review.
Evidence and scope
This independent Knoveya analysis proposes checks for interface design. It is not a hands-on test or a measurement of user outcomes.
Limits
Interfaces change. Verify the current product and test these recommendations before applying them.