Kestrel

Category

Developer Tools

Launched

July 1, 2026

Stage

Unknown

Pricing

freemium

Website

usekestrel.ai

Kestrel is an AI powered platform that helps platform engineering teams automate complex operational workflows. Using natural language, users describe the automation they need—such as incident response, cloud provisioning, CI/CD pipeline orchestration, or developer requests—and Kestrel's AI agent generates a deterministic workflow graph. These workflows are composed of 140+ pre built actions across 30+ integrations (including Kubernetes, AWS, Vercel, PagerDuty, Slack, Jira, GitHub, and more) and can be further refined with a visual DAG editor, CLI, Python SDK, or MCP server. Once deployed, workflows execute reliably every time, with no hallucinations or surprises, because the AI builds the workflow but the execution runs the exact code defined. Key capabilities include: Workflow Agent : Convert plain English descriptions into production ready workflow graphs. Deterministic Execution : Workflows run the same code every time, ensuring predictable outcomes. Access Control : RBAC per workflow, approval gates (in platform, Slack based, or PR based), and a full audit trail. Observability : Real time dashboard with step level logs, execution history, latency metrics, and failure alerts. Developer Tools : Manage workflows from CLI, Python SDK, or MCP server for integration with AI coding assistants. Suggested Workflows : AI analyzes connected integrations and suggests ready to use workflows.