Every provisioning run, deploy and backup is a chain of steps with full output. Stop, restart or continue from the failed step — and it's always clear who launched the operation.
See every step, its status, duration and command output. Nothing happens 'somewhere in the background'.
No need to wait blindly or start over because of a single error.
Interrupt an operation at any time — an emergency stop won't leave the server in a half-done state.
Run the whole chain again in one action if you want to start it from scratch.
Already completed steps are skipped — the operation continues from where it failed.
Every operation is tagged with its source: you from the panel, a schedule, the AI assistant or a specific MCP token. Full transparency — especially when AI helps run your infrastructure.
Steps, output and statuses update live. You see the operation's progress exactly as it happens.
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