

AI Agents for Platform Engineering.
Automate incident response, cloud provisioning, CI/CD, and developer requests with AI agents that build deterministic workflows across your entire stack.
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Automate the hardest parts of platform engineering.
Use natural language to build automations for incident response, cloud provisioning, CI/CD pipelines, security, and more. Edit with words, visually, or in code.
From words to production-ready workflows
Use your words to build automations for incident response, cloud provisioning, CI/CD pipelines, developer requests, and more — with 200+ pre-built actions across 40+ integrations, and any number of custom actions.

Describe your workflow in plain English. The AI agent will generate a workflow graph you can edit.
Refine with words, drag-and-drop, or code
Add steps, parameters, or approvals using natural language, edit visually on a DAG canvas with 200+ actions, or jump into the CLI and SDK for full programmatic control.

Describe your workflow in plain English. The AI agent will generate a workflow graph you can edit.
When a Kubernetes deployment rollout fails, in parallel: trigger the rollback GitHub actions and send a Slack message to #k8s-incidents; run RCA, create a GitOps PR for the fix, and on PR merge update the message in #k8s-incidents
No hallucinations or surprises
Once configured, workflows always run the exact code you define. AI builds the workflow — deterministic execution ensures it runs reliably, every time.

Control access and approvals
Define who can trigger workflows and who needs to approve before execution. In-platform, Slack-based, and PR-based approval gates.

Full visibility into every execution
Track every workflow run with a real-time dashboard. Execution history, step-level logs, latency, and failure reasons.

Workflow Executions
Browse, filter, and inspect all workflow execution runs.
CrashLoopBackOff RCA & Fix with Slack Approval
Manage from CLI, SDK, or MCP
The Kestrel CLI, Python SDK, and MCP server give developers full control of Kestrel workflows from the terminal, application code, or AI coding assistants.

Move fast with suggested workflows
AI agents analyze your connected integrations and suggest ready-to-use workflows for your organization — so you know exactly what to automate next.

Workflows
Automate operations with signal-driven, composable pipelines.
What can you automate with workflows?

Detect, investigate, and remediate in seconds

Self-serve infrastructure for developers

Self-serve with justification and approval gates

Ship with confidence, automate the glue

Monitor spend, cut waste, enforce budgets

Detect threats and respond instantly
Connects to your entire stack
40+ integrations across infrastructure, PaaS, CI/CD, security, observability, databases, and more. Plus custom webhooks and HTTP APIs for anything else.
Infrastructure
PaaS
AI Compute
Observability
On-Call
Secrets
Project Mgmt
Security
Networking
Databases
CI/CD
IaC & GitOps
Build a workflow in seconds, right here
Describe the workflow in plain English and the Workflow Agent will build it live.
Enterprise-grade security, by design
Your data stays isolated, your models stay private, and every action is audited.
Tenant Isolation
Complete data isolation at the application and database layer.
No Model Training
Your data is never used to train AI models. Inference only.
SOC 2 Compliant
Independently audited security controls and practices.
Read-Only by Default
Write access is opt-in and scoped per action.
Full Audit Trail
Immutable logs of every user and AI action.
SSO & MFA
Single sign-on via SAML/OIDC and multi-factor authentication for all users.
Pay for what you use
Three independent products — subscribe to any combination. 14-day free trial, no credit card required.
Start free trialWorkflows
Usage-based — pay per execution
| Tier | Price | Actions |
|---|---|---|
| Light | $0.10 | Slack, Jira, Linear, GitHub, GitLab, Confluence, Notion, PagerDuty, ArgoCD, Datadog, PostHog, Vercel, AWS Cost queries, custom HTTP APIs and webhooks, conditions, approvals, wait steps |
| Regular | $0.20 | K8s manifest generation, Helm values generation, cloud resource generation, AI cost analysis |
| Heavy | $0.40 | K8s RCA & fix generation, Cloud RCA & fix generation, AI code investigation, AI code fix generation, K8s investigation, cloud investigation, Vercel investigation |
Incident Response
Per cluster + cloud account
1 Kubernetes cluster + 1 cloud account
Cloud AI Copilot
Subscription + overage
Up to 150 messages/month, then $1/message
What You'll Experience
50% of your platform workflows automated in 14 days. Guaranteed.
Connect
Meet your deployment team
Connect your infrastructure and core integrations
Introduce foundational automations
Build
Identify your highest-impact automation opportunities
Build workflows tailored to your integrations and team
Deploy
Deploy workflows to production with guardrails
Iterate on workflows based on real usage
Optimize
Expand coverage across your cloud stack and teams
Audit and refine your workflows
What You'll Experience
50% of your platform workflows automated in 14 days. Guaranteed.
Connect
Meet your deployment team
Connect your infrastructure and core integrations
Introduce foundational automations
Build
Identify your highest-impact automation opportunities
Build workflows tailored to your integrations and team
Deploy
Deploy workflows to production with guardrails
Iterate on workflows based on real usage
Optimize
Expand coverage across your cloud stack and teams
Audit and refine your workflows
Frequently asked questions
Recent highlights
Introducing Kestrel Workflows: From Plain English to Production-Ready Automation
Workflow Observability: See Every Run, Step by Step
Build Your First Workflows in Minutes: Suggested Workflows & the Workflow Assistant
Build an Internal Developer Platform with Kestrel Workflows

Ready to automate your platform workflows?
Connect your integrations in minutes. Automate what used to take hours.
No credit card required · Onboard in seconds