05 · Fri

Validate

Humans where human evidence is required; fix only what that evidence demands.

Produces
Test instrument, observations, evidence-backed changes, case trail
Gate
No invented metrics; synthetic users are prep, not validation

Purpose

AI prepares the test. People produce findings.

What happens

Run the instrument with humans. Iterate only on evidenced issues. The case study is the trail, not a polish pass.

Skip

No Friday visual polish. Never report a percentage from five participants.