Opafra puts an approval gate in front of infrastructure automation

Field notes

The illustrated workflow turns a request such as “Patch nginx across prod” into four typed steps: backup, package upgrade, configuration change, and TLS verification. A dry run reports four changes per host across web-01, web-02, and web-03, while a protected environment pauses for approval. The page also shows an audit sequence tying together the requester, AI draft, revision, approval, and host result, and says the system works over SSH without host installation.