Backed by Y Combinator

AI-Native Kubernetes Incident Response Platform.

AI agents that help you identify, explain and resolve incidents in seconds

One Platform. Every Kubernetes Incident.

Detect, investigate, and fix incidents in seconds

AI Chat Copilot

Ask any Kubernetes question and investigate complex, multi-dependency incidents in plain English. Get instant answers with ready-to-apply YAML changes.

Incident Response

Monitor your clusters 24/7 to detect incidents, trace root causes, and generate YAML fixes that can be applied with a single click.

Risk Assessment

Launch a swarm of specialized AI agents that discover cross-domain risks and provide exact remediation steps — before they become incidents.

Topology Map

Visualize your entire Kubernetes infrastructure in a single, unified view — with classified traffic overlaid in real time.

GitOps Integration

Integrate with your existing CI/CD pipelines so that every AI-generated fix becomes a pull request. Keep your team in full control.

Fast Setup

Single Helm install command. Onboard in seconds. Works across all cloud providers and on-prem.

chat

You

Which pods lack resource limits in @production?

Found 7 pods in @production

• api-server-6d8f9b

• worker-a8c3f1

• cache-redis-4k9x2

...

View YAML Fix

Conversational Kubernetes Intelligence

AI Chat Copilot

Ask any Kubernetes question in plain English and get instant answers with YAML changes. Resolve incidents 10x faster and eliminate hours of debugging.

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No Query Syntax

Skip the kubectl and dashboards — just ask any question in natural language

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Instant Answers

Get instant answers across all clusters with ready-to-apply YAML changes

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Resolve Incidents In Seconds

Root cause and resolve any incident with natural language queries

AI SRE Co-Pilot

Agentic Incident Response

Spend less time parsing configs and digging through logs. Kestrel monitors your clusters 24/7 to detect incidents, trace root causes, and generate ready-to-apply YAML fixes.

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On-Call, 24/7 Monitoring

Continuously watches your clusters to detect every incident in real time

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Root Cause Analysis

Diagnoses all Kubernetes incidents and explains what went wrong

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Ready-to-Apply Fixes

Instant YAML changes you can apply with a single click or sync via GitOps

Incident Detected

Fix Applied

risk-assessment.yaml

CRITICAL

Privileged containers in production

3 deployments running as root

View YAML Fix Ask AI

HIGH

Network policies not enforced

12 pods without egress restrictions

View YAML Fix Ask AI

AI Security Scans on Autopilot

Autonomous Risk Assessment

Launch a swarm of AI agents that discover vulnerabilities and provide exact remediation steps across network security, RBAC, privilege escalation, container image security and more.

✓Multi-agent coordination

✓Exact YAML manifest fixes

✓AI chat for each finding

✓Read-only assessments

Vulnerability Management

AI-Driven Risk Reduction

AI agent swarms propose exact fixes for risks, making it easy to systematically reduce vulnerabilities.

High

Medium

128

Low

All Clusters

Last 30 Days

Kubernetes Infrastructure Visualization

Topology Map

Get a complete view of your Kubernetes infrastructure with intelligent application classification and network traffic visualization.

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Complete Environment View

Single view across all clusters

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AI-Powered Classification

Intelligent workload grouping

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Real-Time Traffic

Live, classified network traffic visualization

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Network Security Posture

Network policy and remediation recommendations

Suspicious Traffic Detected

deployment.yaml

spec:

replicas: 3

- privileged: true

+ securityContext:

+ runAsNonRoot: true

networkpolicy.yaml

+ policyTypes:

+ - Ingress

+ - Egress

production-cluster

✓Deployed successfully

→PR created in GitOps repo

Deployment

Review & Deploy Changes

Every AI-generated YAML configuration change comes with a comprehensive review interface. Approve changes with confidence and deploy directly to your clusters or integrate with your GitOps workflow.

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Interactive YAML Review

View detailed diffs, explanations, and approval workflows

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Direct Cluster Deployment

Apply approved changes instantly with one-click deployment

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GitOps Integration

Create pull requests to your GitOps repositories with validated changes

Get Started in Seconds

Deploy our lightweight, open-source operator with a single Helm command

<30s

Install Time

All

Cloud Providers + On-Prem

Read-Only

Secure Deployment

terminal

$ helm install kestrel-operator \

oci://ghcr.io/KestrelAI/charts/kestrel-operator \

--version 1.0.0 \

--namespace kestrel-ai --create-namespace \

-f kestrel-ai-operator-values.yaml

✓ Ready in 11.3s

View on GitHub Documentation

Instant Visibility

Complete visibility across your Kubernetes infrastructure with natural language investigations in seconds.

Real-Time Incident Monitoring

Continuously monitors Kubernetes events, pod logs, node conditions and more to detect incidents, trace root causes, and generate fixes in real time.

Open Source & Transparent

Lightweight, read-only operator. No secrets, just secure Kubernetes monitoring.

Choose Your Plan

Scale from single clusters to multi-cluster estates

✓AI Chat Copilot

✓24/7 Incident Response

✓Topology Map

Starter

Perfect for getting started

$300/mo

✓1 cluster
✓50 workload limit
✓3 daily assessments
✓Community support

Get Started

POPULAR

Growth

Scale across clusters

Custom

✓5 clusters
✓100 workloads each
✓15 daily assessments
✓Priority support

Start Free Trial

Enterprise

For large organizations

Custom

✓Unlimited clusters
✓Unlimited workloads
✓Dedicated support
✓On-premise deployment

Talk to Sales

Ready to simplify Kubernetes ops and security?

Meet the future of Kubernetes.

Get Started →Schedule Demo

hello@usekestrel.ai