truenas-aiops
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TDQS
Scored across 25 tools
Most tools target distinct resource-action pairs (alert_list, dataset_get, pool_scrub_start, snapshot_delete). However, the two RCA tools (pool_health_rca and alert_and_capacity_rca) overlap in purpose, and pool_list/pool_capacity both report capacity, though descriptions are clear enough to tell them apart.
Tool names follow a loose resource_action pattern (dataset_list, snapshot_create), but there are inconsistencies: scrub_status vs. pool_scrub_start, compound names like alert_and_capacity_rca, and generic names like overview and system_info. The mixture is readable but not uniform.
At 25 tools, the server is on the heavy side but each tool addresses a distinct aspect of TrueNAS monitoring and operations (pools, datasets, snapshots, services, disks, replication, cloud sync, undo). A few reads could be consolidated, but the count is appropriate for the broad scope.
The surface covers core read/monitoring and several write actions (create dataset, snapshot, start scrub, restart service). Notable gaps remain: no dataset update/delete, no pool create/delete, no alert management, no snapshot rollback, and only list operations for replication/cloud sync. These are significant but partly intentional for an AIOps server.