Recurring operations work
Your weekly cluster right-sizing pass, prepared before you sit down
Hyground reviews 30 days of Prometheus data, identifies over- and under-provisioned workloads, and hands the platform team a prioritised resize list with the projected monthly cost delta. Triggered on a cron. Read-only kubectl and PromQL. Inside your cluster.
The artefact
A signed-off resize plan, every Tuesday morning
Cluster right-sizing is one of the operations chores senior engineers repeat every week. Hyground encodes that pass as a deterministic workflow that runs on your schedule and returns the same evidence-backed answer your most senior engineer would have produced.
What the agent reads
The data the agent already has access to
Nothing new to install. Hyground reads the same data sources your engineers already query manually.
What you get back
The structured answer, ready to share with FinOps
The same shape every week, so your platform team can scan it in a minute and your FinOps team can sign off in another.
01
Over-provisioned workloads
Workloads consistently below 30% of their requested CPU or memory for the trailing 30 days, ranked by waste.
02
Under-provisioned workloads
Workloads regularly throttled or OOM-killed, with the evidence and the suggested new request.
03
HPA misconfigurations
HorizontalPodAutoscalers whose min and max bounds do not match observed load, with the suggested correction.
04
Projected cost delta
The net monthly cost impact if every recommendation is applied, broken down by namespace.
Sovereign AI SRE Agent in your perimeter
Hyground is not SaaS. Hyground works as a bring-your-own-chart and bring-your-own-model, without sending any data back to us. This way, Hyground complies with highest security and data compliance standards in the AI SRE space. It speeds up incident resolution with automatic RCA and your daily work, both. Trusted by industry giants.
Related use cases
Other recurring operations work
Triage weekly cloud cost movers
Top deltas across AWS, Azure and GCP with the likely cause and the owning team, ready every Monday morning.
Sweep TLS certificates expiring this month
Every cert-manager Certificate object expiring within 30 days, grouped by owner, with the renewal state per cert.
Audit dangerous RBAC bindings
Every binding granting cluster-admin or wildcard verbs across every cluster, with subject attribution and change history.
Run the same pass against your cluster
Book a 30-minute technical deep dive. We will run the right-sizing workflow against your environment and walk through the resize list with your platform engineers.