OPTIONAL DEEP DIVE: EXPORT REPLAY (Project 2)

Not required for Standard. Not a cloud lab. Not the Break incident.

auth_config.json is a later simulated auth extract (exported 2026-09-16 08:00 UTC). Most rows match the freeze file;
at least one identity's MFA fields differ. auth_config_replay.csv is the same data flattened for the spreadsheet path.

1. Keep a copy of your freeze results.
2. Spreadsheet: replace the rows on the Auth_Config tab with the rows from auth_config_replay.csv.
   Python: rename 3_Build_Source_Data/auth_config.json to auth_config_freeze.json, copy this auth_config.json into 3_Build_Source_Data, rerun.
3. Do not rewrite statuses by hand. Compare the two runs. At least one evaluation should change.
4. Restore the freeze file and workbook rows when you are done.

If nothing changes, the monitor is a typed list, not an evaluation.
