The approval flow is the part I d want to see most clearly on a product like CtrlOps. For teams using AI around SSH or production infra, the scary moment is not command generation; it is deciding whether the next command is allowed.
What proof does the operator get before approval? For example: exact command, expected blast radius, prior command output, remaining debug context, and whether this is a new failure state or just another retry.
Curious how you think about that boundary, especially for teams mixing read-only prod users with fuller staging access.
Dial
"100% local, credentials never leave your machine" is the right answer to the trust problem every SSH-key-manager tool has to solve eventually. the part I'd want to know before installing this on prod: when the audit finds something and gives you a fix command, does it just print the command for you to run yourself, or can it execute the fix directly? that's a very different risk profile for a security tool
CtrlOps
@galdayan Good question, and glad the local-first part resonates, that trust problem is exactly why we built it that way from day one.
To answer directly, it never executes anything on its own. When the audit finds an issue, it shows you the fix command along with an explanation of what it does, and you have to explicitly approve it before it runs. Same approval flow as the AI Terminal itself, nothing touches your server without you saying yes first.
So on prod specifically, you're always the one pulling the trigger, CtrlOps just makes sure you know exactly what you're about to run and why.
This is the kind of tool developers actually need, not another flashy dashboard with zero real function behind it.
CtrlOps
@deepaksingh09 Happy to know that you like it. Thank you for appreciation.
LongShot AI
Hey! This is such a smart idea honestly. Every dev I know has faced this exact pain of juggling multiple servers with zero visibility.
Really rooting for you guys... excited to see where this goes! 🚀
CtrlOps
@viraj_parmar Thank you, Viraj, for the appreciation. Happy to know that you like it.