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Kestrel AI

AI agents that identify, explain and resolve cloud incidents in seconds

Ops & Infrakubernetesincident-responsecloud-infrastructureai-agentsgitopssite-reliabilitydevops
Kestrel AI screenshot

About

Kestrel AI is an AI-native cloud incident response platform that monitors cloud infrastructure, Kubernetes clusters, and applications 24/7 to detect incidents, trace root causes, and generate production-ready fixes automatically. It integrates with existing observability tools, CI/CD pipelines, GitOps workflows, and IaC tools, allowing teams to deploy AI-generated fixes via single-click approval or auto-remediation. The platform also performs autonomous security risk assessments and provides a conversational AI copilot for investigating complex multi-dependency incidents in plain English.

Problem

Cloud infrastructure and application incidents are complex to debug and can take hours or days to resolve, causing costly outages and high on-call burden.

For

DevOps and SRE engineers managing cloud infrastructure and Kubernetes clusters

How it works

Kestrel deploys a lightweight read-only Kubernetes operator and agentless cloud API integrations to continuously monitor infrastructure, then uses AI agents to detect incidents, trace root causes, and generate exact configuration fixes deployable via auto-remediation, single-click approval, or GitOps pull requests.

Business model

subscription

Status

launched

Company

Kestrel AI

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