A distributed workflow needs a localized repair without weakening observability or rollback safety. The affected area is admin console.
Repair the admin console activity stream implementation so it splits activity after the configured inactivity gap and counts sessions per actor.
Evidence
- Affected surface: Balanced full-stack / admin console.
- Observed failure family: sessionize event activity.
- Scope policy: qualityState must equal verified.