Webb.ai

As AI reliability engineering tools go, Webb.ai puts the work in a single agent named Matt, which takes over troubleshooting for Kubernetes and cloud infrastructure.

Webb.ai is an AI reliability engineer that investigates alerts and works out the root cause, usually in under five minutes.

Matt picks up alerts from observability tools such as Datadog, from cloud providers such as AWS, and from infrastructure such as Kubernetes.

Instead of paging an engineer to start digging from scratch, you get an investigation already underway.

That suits platform and SRE teams running cloud native stacks, where on-call time often goes to tracing which change or component broke something.

The five-minute figure is a claim, so test it against your own incidents before relying on it.