Video course
Short videos covering AI SRE basics, what a Hyground session looks like, the operational work the agent handles every week, and how customers use it in production. Every card has a feedback link that goes straight to the team.
Introduction
Two videos to understand what an AI SRE is and what changes when one runs in your perimeter.
Coming soon
An introduction to AI SRE as a category and what Hyground does. The two-job framing (on-call incidents and the recurring weekly operations work), how the agent runs inside your perimeter, and what it is allowed to touch. *You will learn where Hyground fits, and the architectural decisions that set it apart from general-purpose AI assistants.*
Coming soon
A practical look at how an AI SRE changes the day-to-day for SREs, platform engineers and engineering leads. MTTR impact, on-call quality of life, and the work that gets reclaimed for higher-value tasks. *You will learn where Hyground saves time on Monday morning, how to talk about its impact to your CFO, and which roles benefit first.*
Hyground sessions
Five walkthroughs of the sessions and workflows you will actually run.
Coming soon
A walkthrough of an alert-triggered investigation, end to end. From the moment an alert arrives at the Hyground endpoint to the structured root cause posted back in Slack. *You will learn what gets queried automatically, how findings are correlated, and how to read the final RCA artefact.*
Coming soon
A hands-on look at running an interactive investigation. You ask a question, Hyground plans the steps, runs read-only queries against your stack, and shows the evidence as it gathers it. *You will learn how to phrase a useful prompt, how to follow along with the agent's reasoning, and when to intervene.*
Coming soon
Turning an ad-hoc investigation into a recurring workflow that runs on its own. A weekly CVE sweep, a Monday-morning cost-mover report, or a quarterly RBAC audit. *You will learn how to define a trigger, scope the action, set the schedule, and configure where the report lands.*
Coming soon
A power-user feature: export a session, render it, and inspect the actual kubectl commands and output the agent ran. Useful for review, audit and learning by reading the transcript. *You will learn how to export, what the rendered output contains, and how to share it with a teammate for review.*
Coming soon
When investigations get visual: dependency graphs, request topologies, and trend charts that Hyground generates inline. *You will learn when graphs are produced automatically, how to ask for one specifically, and how to drop them into a post-mortem doc.*
Toil use cases
Four short videos showing the weekly operations work Hyground takes off your plate.
Coming soon
A new CVE drops. Hyground returns every affected workload, the owner team, and the upgrade path. *You will learn how the agent assesses blast radius without an external scanner, how it handles transitive dependencies, and what the output looks like.*
Coming soon
Weekly cost-mover triage across AWS, Azure and GCP. Top deltas with the likely cause and the owning team, delivered Monday morning. *You will learn how the agent attributes cost movement to specific changes, how to scope the analysis, and how the report routes to the right team.*
Coming soon
A 30-day pass over your Kubernetes clusters: which workloads are over- or under-provisioned, recommended HPA changes, and the projected cost delta. *You will learn which signals Hyground uses, how the headroom recommendation is calculated, and how to apply the suggestions safely.*
Coming soon
When a Jira or ServiceNow ticket lands, Hyground reads it, pulls related context from your systems, and drafts a response or escalation. *You will learn how the agent classifies and triages incoming tickets, what it cross-checks against, and how to wire it into your queue.*
Customer stories
Four real-world looks at Hyground in production and the numbers that follow.
Coming soon
The numbers that matter to your CFO. MTTR shifts, on-call hours saved, and the recurring weekly work that gets reclaimed from senior engineers. *You will learn which metrics to track, how to baseline before deploying Hyground, and how the cost-benefit usually plays out in the first 90 days.*
Coming soon
A real story of using Hyground on hyground.ai itself. The agent investigated, identified the root cause, and proposed the change. *You will learn what dogfooding looks like when the customer is also the vendor, and what the post-incident workflow contained.*
Coming soon
A look at how DB Reisendeninformation runs Auto-RCA in production. The deployment context, the incident pattern, and the impact on MTTR and operator workload. *You will learn how a regulated European enterprise has Hyground deployed today, what made the integration possible, and which incidents the agent handles.*
Coming soon
A look at ifm's use of recurring Hyground workflows. The standing weekly checks they automated, what the agent does on their behalf, and how the team uses the time it gained back. *You will learn how ifm moved specific operational chores onto Hyground, the integration choices they made, and the operational outcomes.*
Check out our sandbox or schedule a demo with our team and experience sovereign AI for DevOps firsthand.