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Kestrel
What it is
Kestrel is a platform engineering product that uses AI agents to automate incident response, cloud provisioning, CI/CD, security, and developer requests. Teams can create workflows using natural language, a visual editor, the CLI, Python SDK, or MCP. Once configured, workflows execute the defined code without a model in the runtime loop. Kestrel offers more than 40 integrations, plus custom HTTP APIs and webhook triggers. It detects Kubernetes, cloud infrastructure, and application incidents, including CrashLoopBackOff, OOMKilled, failed rollouts, IAM changes, and cost anomalies. The platform is available in cloud or self-hosted deployments, including air-gapped setups on AWS, GCP, Azure, and OCI. Its listed controls include SAML/OIDC SSO, MFA, per-workflow RBAC, approval gates, and immutable audit logs. Kestrel says tenant data is isolated, customer data is not used to train AI models, and integrations are read-only by default. A 14-day trial requires no credit card and includes up to 100 workflow executions per day, one Incident Response unit, and up to 10 Cloud AI Copilot chats per day. An always-free plan is available; Cloud AI Copilot is $100 a month and Incident Response is $200 a month.
For and against
For
- Workflows can be built through several interfaces.
- More than 40 integrations plus custom APIs and webhooks.
- Cloud and self-hosted deployment options are available.
- Trial requires no credit card.
Against
- Trial lasts 14 days.
- Cloud AI Copilot is $100 a month.
- Incident Response is $200 a month.
- Incident Response and Cloud AI Copilot list community support.
The verdict
Kestrel combines configurable workflow automation with incident detection and deployment choices that include self-hosting. Teams should review the trial limits and the listed monthly prices for its named paid plans.
Who it suits
Kestrel may suit platform engineering teams seeking workflow automation for cloud operations, Kubernetes incidents, and developer requests. Its self-hosted and air-gapped options may also be relevant to teams with deployment constraints.
Plans and prices
Always free
Topology Map · Cloud Inventory · Integrations · Audit Log
Read 1 Oct 2026 · usekestrel.ai
Cloud AI Copilot
Up to 150 messages/month, then $1/message · dashboard + Slack access · community support
Read 1 Oct 2026 · usekestrel.ai
Incident Response
1 Kubernetes cluster + 1 cloud account · 24/7 AI monitoring & detection · community support
Read 1 Oct 2026 · usekestrel.ai
Workflows
200+ pre-built actions · 40+ integrations · unlimited workflows
Read 1 Oct 2026 · usekestrel.ai
On the record
- Access controls
- The platform provides SAML/OIDC SSO, MFA, RBAC per workflow, approval gates, and immutable audit logs.usekestrel.ai · read 1 Oct 2026
- Deployment
- Kestrel is available as cloud or self-hosted software, including fully air-gapped deployments on AWS, GCP, Azure, and OCI.usekestrel.ai · read 1 Oct 2026
- Deterministic execution
- After configuration, workflows execute the exact defined code without a model in the runtime loop.usekestrel.ai · read 1 Oct 2026
- Incident detection
- Kestrel detects Kubernetes, cloud infrastructure, and application incidents including CrashLoopBackOff, OOMKilled, failed rollouts, IAM changes, and cost anomalies.usekestrel.ai · read 1 Oct 2026
- Integrations
- Kestrel provides 40+ integrations and supports custom HTTP APIs and webhook triggers.usekestrel.ai · read 1 Oct 2026
- Privacy
- Kestrel's privacy policy describes Kestrel AI as an AI-native Kubernetes security platform that detects, analyzes, and remediates Kubernetes infrastructure risks.usekestrel.ai · read 1 Oct 2026
- Purpose
- Kestrel automates incident response, cloud provisioning, CI/CD, security, and developer requests with AI agents for platform engineering.usekestrel.ai · read 1 Oct 2026
- Security
- Kestrel states that it is SOC 2 compliant, isolates tenant data, does not use customer data to train AI models, and keeps integrations read-only by default.usekestrel.ai · read 1 Oct 2026
- Setup
- Kestrel says setup takes under five minutes using its Kubernetes operator installed via Helm, cloud account connections, and integrations.usekestrel.ai · read 1 Oct 2026
- Support
- Incident Response and Cloud AI Copilot list community support.usekestrel.ai · read 1 Oct 2026
- Trial
- The 14-day trial requires no credit card and includes up to 100 workflow executions per day, one Incident Response unit, and up to 10 Cloud AI Copilot chats per day.usekestrel.ai · read 1 Oct 2026
- Workflow creation
- Workflows can be built with natural language, a visual editor, the CLI, Python SDK, or MCP.usekestrel.ai · read 1 Oct 2026
