Kestrel

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

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About

Kestrel is ranked #2 of 25 in AI DevOps assistants on Inferse. It runs on API, Self-hosted, Web. There is a free plan. A free trial is offered. Paid plans start at $100/mo.

Compared on AI DevOps assistants

Free plan: Yesusekestrel.ai
Deployment mode: bothusekestrel.ai
Incident response: Yesusekestrel.ai
Infra troubleshooting: Yesusekestrel.ai
Kubernetes support: Yesusekestrel.ai
Cloud platforms: AWS, GCP, Azure, OCIusekestrel.ai
Runbook automation: Yesusekestrel.ai

Facts

Purpose: Kestrel automates incident response, cloud provisioning, CI/CD, security, and developer requests with AI agents for platform engineering.usekestrel.ai · 1 Oct 2026
Workflow creation: Workflows can be built with natural language, a visual editor, the CLI, Python SDK, or MCP.usekestrel.ai · 1 Oct 2026
Deterministic execution: After configuration, workflows execute the exact defined code without a model in the runtime loop.usekestrel.ai · 1 Oct 2026
Integrations: Kestrel provides 40+ integrations and supports custom HTTP APIs and webhook triggers.usekestrel.ai · 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 · 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 · 1 Oct 2026
Access controls: The platform provides SAML/OIDC SSO, MFA, RBAC per workflow, approval gates, and immutable audit logs.usekestrel.ai · 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 · 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 · 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 · 1 Oct 2026
Support: Incident Response and Cloud AI Copilot list community support.usekestrel.ai · 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 · 1 Oct 2026