
Manage governed identity operations across Keycloak and authentik systems.
Manage MinIO with capacity RCA, exposure audits, ILM checks, and healing.
Manage Nutanix Prism Central v4 ops for clusters, VMs, storage, and DR.
Manage TrueNAS SCALE storage operations with audit trails, budgets, and undo safeguards.
Govern Veeam backup operations with audit, budget, and undo safeguards.
Query and roll up SolarWinds Orion and PRTG monitoring health alerts.
Manage governed CI/CD operations across GitLab and Gitea workflows.
Extract compliance evidence from AIops audit trails with verifiable audit records.
Govern XCP-ng operations through Xen Orchestra with audit and safety controls.
Operate network devices with governed NAPALM tools, audit trails, and undo support.
Analyze governed PostgreSQL DBA operations, from slow queries to lock blocking.
Operate and troubleshoot governed GPU inference with vLLM and Ray Serve.
Diagnose MySQL and MariaDB slow queries, locks, replication, and fragmentation issues.
Manage governed proxy operations across Traefik, Caddy, and HAProxy.
Analyze Redis and RabbitMQ queue issues and support governed operations.
Operate Prometheus and Grafana for queries, alerts, dashboards, and RCA.
Add governance, prompt scanning, and observability to local Ollama LLMs.
Diagnose Ceph cluster alerts and manage core storage operations safely.
Connect industrial OT protocols to collect governed device data for operations.
Manage Proxmox VMs and containers with AI, audits, and reversible actions.
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
Enables observability and governance for local LLMs via Ollama, including auditing model usage, scanning prompts for secrets/PII, and enforcing allow/deny policies.