Use cases
Hyground executes the operational jobs your team runs manually, on schedule or on demand: CVE (Common Vulnerabilities and Exposures) impact assessments, change risk reviews, cluster health checks, cost anomaly triage, config preparation, operational reporting.
These are repeatable operations jobs your team executes manually today. With Hyground Skills and Scheduling, they run autonomously on a cadence.
Scheduled: every night at 2am
Hyground scans running container images against the latest CVE database, cross-references your current deployments and service criticality, assesses blast radius, and delivers a prioritised impact report with evidence and recommended actions before the engineering team starts work. Slack summary + Jira tickets for critical findings
Scheduled: every Monday 7am
Hyground queries cloud spend data, correlates cost spikes against deployment changes, traffic patterns, and scaling events, identifies the root cause of unexpected growth, and delivers a structured triage report to engineering leadership.
Scheduled: every day at 7:55am
Hyground executes a full cluster health check: node status, resource utilisation, pod restart rates, certificate expiry, pending alerts. It delivers a structured briefing to your team channel before anyone opens their laptop.
Operational jobs start as a question. Any team member can ask: SRE, platform engineer, or engineering manager. Hyground investigates across your connected systems and returns evidence-backed findings.
Which of our running container images have critical CVEs published in the last 7 days? Assess blast radius by affected service and environment.
Which services have increased cloud spend by more than 20% compared to last week? Correlate against deployment changes and traffic patterns.
Is it safe to release the payments-service right now? Review current cluster health, recent error rates, open incidents, and similar past deployments.
Which services are approaching memory or CPU limits? Collect trend data for the past 72 hours and flag any that will breach thresholds within 48 hours.
Hyground operates read-only by default. It investigates, collects evidence, and returns structured findings without modifying your systems. When an action is warranted (rolling back a deployment, scaling a service, creating a ticket), Hyground recommends it with evidence to the human sitting in the drivers seat.
Every investigation is fully auditable. You can see exactly which systems were queried, what evidence was collected, what reasoning led to the conclusion.
Want to go deeper?
Skills codify how your best operators work. Scheduling runs them on a cadence. Triggers wire any external system to that capability.
Repeatable operational playbooks written in plain text. Define once, execute with a single prompt. Codify how your best operators work and share across the team.
Execute operational jobs on a cadence. Cron expression, one-off datetime, or an agent that offers to schedule a recurring request mid-conversation.
One webhook URL accepts JSON from anywhere - Alertmanager, Grafana, PagerDuty, Datadog, GitHub, Jira, ServiceNow or curl. Two LLM gates decide whether it warrants an RCA.
Related use cases
Identify over- and under-provisioned workloads against 30 days of real usage, with the monthly cost delta and HPA recommendations.
When a CVE drops, get every affected workload, owner team and upgrade path before the security team asks.
Top deltas across AWS, Azure and GCP with the likely cause and the owning team, ready every Monday morning.
Check out our sandbox or schedule a demo with our team and experience sovereign AI for DevOps firsthand.