For SRE & DevOps
The 3am triage, without the muscle memory.
You know the runbook. You just don’t want to type it half-asleep across five hosts.
Where it earns its keep
- Incident triage — “disk full on web-02, find what’s eating it” — read-only checks run automatically.
- Cross-host log correlation, summarized in plain language.
- Routine baselining and hardening of fresh boxes.
- Repeatable diagnostics you’d otherwise paste from a wiki.
Why it fits how you already work
It reuses your OpenSSH config, ProxyJump and keys — nothing to install on the target. Writes stay gated until you approve, and the whole session is an exportable transcript, so the post-incident write-up is half-done already.