Kestrel website screenshot

Kestrel

Kestrel AI is a YC-backed startup building an AI-native cloud incident response platform. Founded by former Illumio Kubernetes Security engineers, Kestrel uses autonomous AI agents to detect, investigate, and remediate infrastructure incidents across Kubernetes and cloud environments. The platform provides continuous monitoring, root cause analysis, and automated remediation through GitOps workflows, integrating with Slack, PagerDuty, GitHub, GitLab, AWS, and major observability platforms.

2 APIs 0 Features
AI AgentsCloud SecurityIncident ResponseKubernetesObservability

APIs

Kestrel Platform

Kestrel AI provides an AI-native cloud incident response platform that uses autonomous agents to detect, investigate, and remediate Kubernetes and cloud infrastructure incidents...

Kestrel Kubernetes Operator

The Kestrel Kubernetes Operator is an open-source Go-based operator that connects Kubernetes clusters to the Kestrel AI platform. It communicates via bidirectional gRPC streamin...

Pricing Plans

Kestrel Plans Pricing

3 plans

PLANS

Rate Limits

Kestrel Rate Limits

5 limits

RATE LIMITS

FinOps

Semantic Vocabularies

Kestrel Context

0 classes · 5 properties

JSON-LD

Resources

🔗
Website
Website
🔗
Documentation
Documentation
📝
Signup
Signup
👥
GitHubOrganization
GitHubOrganization
🔗
SelfHosted
SelfHosted
🟢
StatusPage
StatusPage
📄
ChangeLog
ChangeLog
🔗
Security
Security
🔗
JSONLD
JSONLD
🔗
JSONSchema
JSONSchema
🔗
LlmsText
LlmsText

Sources

apis.yml Raw ↑
aid: kestrel
url: https://raw.githubusercontent.com/api-evangelist/kestrel/refs/heads/main/apis.yml
apis:
- aid: kestrel:platform
  name: Kestrel Platform
  tags:
  - AI Agents
  - Cloud Security
  - Incident Response
  - Kubernetes
  humanURL: https://docs.usekestrel.ai/
  properties:
  - url: https://docs.usekestrel.ai/
    type: Documentation
  - url: https://docs.usekestrel.ai/quickstart
    type: GettingStarted
  - url: https://platform.usekestrel.ai/register
    type: Signup
  description: Kestrel AI provides an AI-native cloud incident response platform that uses autonomous agents to detect, investigate,
    and remediate Kubernetes and cloud infrastructure incidents. The platform monitors clusters continuously, identifies root
    causes, and generates production-ready fixes delivered as pull requests via GitOps workflows. It integrates with major
    cloud providers, observability tools, and CI/CD platforms to provide end-to-end incident management.
- aid: kestrel:kubernetes-operator
  name: Kestrel Kubernetes Operator
  tags:
  - gRPC
  - Helm
  - Kubernetes
  - Operators
  humanURL: https://docs.usekestrel.ai/kubernetes/configuration
  properties:
  - url: https://docs.usekestrel.ai/kubernetes/configuration
    type: Documentation
  - url: https://github.com/KestrelAI/Kestrel-Operator
    type: GitHubOrganization
  description: The Kestrel Kubernetes Operator is an open-source Go-based operator that connects Kubernetes clusters to the
    Kestrel AI platform. It communicates via bidirectional gRPC streaming over mTLS with OAuth2 authentication, streaming
    resource metadata, logs, events, and network telemetry. The operator supports OpenTelemetry OTLP ingestion and Istio Access
    Log Service integration for comprehensive observability. It is deployed via Helm chart from the GitHub Container Registry.
name: Kestrel
tags:
- AI Agents
- Cloud Security
- Incident Response
- Kubernetes
- Observability
type: Index
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
access: 3rd-Party
common:
- url: https://usekestrel.ai/
  name: Kestrel Website
  type: Website
  description: 'null'
- url: https://docs.usekestrel.ai/
  name: Kestrel Documentation
  type: Documentation
  description: 'null'
- url: https://platform.usekestrel.ai/register
  name: Kestrel Sign Up
  type: Signup
  description: 'null'
- url: https://github.com/kestrelai
  name: Kestrel GitHub
  type: GitHubOrganization
  description: 'null'
- url: https://docs.usekestrel.ai/integrations/slack
  name: Slack
  type: Integrations
  description: 'null'
- url: https://docs.usekestrel.ai/integrations/pagerduty
  name: PagerDuty
  type: Integrations
  description: 'null'
- url: https://docs.usekestrel.ai/integrations/cicd
  name: CI/CD Pipeline Integration
  type: Integrations
  description: 'null'
- url: https://docs.usekestrel.ai/cloud/aws
  name: AWS
  type: Integrations
  description: 'null'
- url: https://docs.usekestrel.ai/on-premise/setup
  name: Kestrel On-Premise Setup
  type: SelfHosted
  description: 'null'
- url: https://status.usekestrel.ai/
  name: Kestrel Status
  type: StatusPage
  description: 'null'
- url: https://usekestrel.ai/changelog
  name: Kestrel Changelog
  type: ChangeLog
  description: 'null'
- url: https://trust.delve.co/kestrel-ai
  name: Kestrel Trust Center
  type: Security
  description: 'null'
- url: json-ld/kestrel-context.jsonld
  type: JSONLD
- url: json-schema/kestrel-incident-schema.json
  type: JSONSchema
- type: LlmsText
  url: https://docs.usekestrel.ai/llms.txt
created: '2026-03-26'
modified: '2026-04-28'
position: Consumer
segments:
- Incident Response
- Kubernetes
- Cloud Security
description: Kestrel AI is a YC-backed startup building an AI-native cloud incident response platform. Founded by former Illumio
  Kubernetes Security engineers, Kestrel uses autonomous AI agents to detect, investigate, and remediate infrastructure incidents
  across Kubernetes and cloud environments. The platform provides continuous monitoring, root cause analysis, and automated
  remediation through GitOps workflows, integrating with Slack, PagerDuty, GitHub, GitLab, AWS, and major observability platforms.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
specificationVersion: '0.19'