The fix is stored once. The second run skips the reading.
Screen steps stored as diffs. Targets named by meaning, not coordinates.
Routines come back whole, on the device.
Gather steps stored once, reused on the next report.
Known paths through a site replay. New pages fall back to reasoning.
Remediations replay only in the state they were learned in. Writes ask.