Zyra AI
Zyra AI is the operations assistant built into the controller.
- Diagnostics. Continuous checks across hosts and guests that surface problems before users report them.
- Incident correlation. Related alerts are grouped into one incident with a probable cause.
- Rightsizing. Recommendations for over- and under-provisioned VMs based on observed usage.
- Natural-language operations. Ask about the fleet or request a change in plain language.
- Approval queue. Every change Zyra proposes waits for a human approval before it runs.

Bring your own model
Zyra works with the LLM provider you choose. Provider API keys are stored encrypted at rest with AES-256-GCM when
MACHINA_API_KEY_MASTER_KEY is set on the controller:
export MACHINA_API_KEY_MASTER_KEY=$(openssl rand -hex 32)