What is an AI SRE?
What is an AI SRE?
An AI SRE is software that does the investigation part of site reliability work: it reads the cluster the way an engineer would, and reports what it found with the evidence.
It investigates; it does not monitor
Your monitoring says that something is wrong. An AI SRE works out why.
It shows its work
A conclusion without the commands behind it can be neither trusted nor audited.
It stays inside its limits
What it may run is a rule enforced outside the model, not a request in a prompt.
A person decides
The fix is a proposal until someone approves it or runs it.
How SKYLINE does it
- 01
Read-only by default
Each environment has an access level; the runner enforces it as a command allow-list.
- 02
Evidence before the conclusion
Every report has the same eight parts, in the same order.
- 03
Your models, your keys
Which model runs an investigation is your choice.