overview.
AdminWatchdog tracks what server admins do — creative-mode inventory changes, command usage, permission-gated actions — and reports suspicious activity to Discord in real time. Uses Guava-cached metadata and CompletableFuture-based async processing to stay lightweight, plus bStats for usage metrics.