AI SRE that goes on-call
for your production.
Describe the symptom. SKYLINE runs the commands your best engineer would, shows every one of them, and hands you the root cause with the fix — read-only unless you say otherwise.
SKYLINEMinutes instead of hours, with the evidence on the table.
An investigation runs dozens of read-only commands, rules out the usual suspects and ends in a report your team can act on — and audit.
SKYLINE does not replace your monitoring. It shortens the part between the page and the root cause, and hands over a fix that is ready to check.
Primary on-call triage
Paste the alert or describe the symptom. SKYLINE inspects pods, events, logs and rollouts before a human opens a terminal.
Learn more → Evidence-first reportsEvidence-first reports
Summary, impact, evidence, root cause, what was ruled out, fix, verification, confidence — always in that order.
Learn more → Guardrails you setGuardrails you set
Access levels map to command allow-lists per environment. Read-only is the default; write and full are explicit grants.
Learn more →Not only when you ask.
The same investigator answers your question, picks up the alert at night and keeps a list of what it noticed on its own.
Investigations
Ask why production broke. Every command is a card you can open, read and copy.
Read the guide →Alert investigations
An alert from your Alertmanager starts the investigation before anyone looks.
Read the guide →Findings
A periodic scan lists broken workloads and nodes before anyone asks.
Read the guide →Incidents
Opened by alerts and tracked in one place: state, timeline and time to resolve.
Read the guide →Project memory
Notes that later investigations read as hints: proposed, approved, pinned.
Read the guide →Chat and your IDE
Mention SKYLINE in Slack or Google Chat, or call it from Claude Code, Cursor and Codex over MCP.
Read the guide →From a cluster to a root cause in three steps.
- 01
Connect a cluster
A kubeconfig, the engineer bridge or the in-cluster agent. The agent only dials out; nothing is opened towards your cluster.
Add an environment → - 02
Set the guardrails
Each environment gets an access level, read-only by default, and the model you choose — your own keys if you like.
Access levels → - 03
Describe the symptom
Plain language is enough. Watch the commands run, then read the root cause, the evidence and the fix.
Run an investigation →
What can SKYLINE change on my cluster?
Nothing on a read-only environment, which is the default. When a fix needs a change, it gives you the commands to run through your normal process. Write access is an explicit grant per environment.
Which clusters does it work with?
Any conformant Kubernetes cluster: k3s, RKE2, AKS, EKS, GKE, OpenShift. SKYLINE investigates Kubernetes environments today.
Can we use our own model?
Yes. Add any OpenAI-compatible model with your own endpoint and keys, and choose per project which models people may use.
What does SKYLINE store?
Your conversations, including the command output shown in them, project settings and linked documents. With the engineer bridge or the in-cluster agent, no cluster credentials are stored on the SKYLINE server.
Can it reach other systems during an investigation?
No. An investigation runs commands against the one environment you selected, within its access level. It cannot switch clusters or browse the internet.
What if the answer looks wrong?
Open the command cards and check the evidence, then tell SKYLINE what is off. The report lists what was ruled out and how confident it is, so you can see where the reasoning went.
How do I know the agent is really from SKYLINE?
The agent image, its Helm chart and the bridge binaries are signed with cosign. Check them with the public key before you install.