One orchestrator.Every workflow.
Build, run, and govern across your entire organization.
Agentic AI under the same controls.
- Declarative
- Language-Agnostic
- 2,400+ Plugins
- Cloud
- Self-Hosted
- API-First
Kestra 2.0Available now!
Cross-Cloud ETL That Starts Itself
Every VM Configured, Every Run Traceable
Triage every issue from GitHub with AI, start each day with a plan
Self-service Business automation, fully recorded
Kestra scales because it is designed for cross-team orchestration from day one.
Adopt Once.
Standardize Everywhere.
Infrastructure Engineering
Automate Infrastructure With Governance, Not Scripts
Standardize Terraform, Ansible, CI/CD and operational workflows across hybrid and air-gapped environments.
6x
faster infrastructure delivery
90%
lower legacy tooling cost
trigger
Nightly AuditCheck Hosts System
Upload Output to S3
Send Slack Success
Data Orchestration
Ship Data Pipelines Faster and Keep them Reliable
Run ingestion, transformations, dbt, Airbyte, Spark and quality checks in one workflow engine.
10x
Faster Pipeline Delivery
90%
Fewer Manual backfills
dbt
dbt
Clone Repository
dbt Build
Python
Send Slack Notification
Send Email Notification
AI Automation
Operationalize AI Workflows Without Production Chaos
Agents, RAG pipelines, evaluation, publishing, retraining all orchestrated with governance and observability.
50x
less pipeline maintenance
3x
faster AI delivery cycles
trigger
Schedule monitorKubernetes deploy
AI inference
Python script
Slack notify
One Platform. All Your Workflows.
Declarative Orchestration
Write workflows in YAML. Version them. Review them. Ship them.
Connect Everything
Cloud, data, infra, CI/CD, ITSM, messaging. Plug into your entire stack.
2,400+ plugins
Batch and Event-Driven
Cron, events, webhooks, messages. One engine to run them all.
Governance and Reliability
Retries, timeouts, SLAs, RBAC, audit logs. SOC 2, Built to run in production.
Built for How Modern Teams Actually Work.
Any Language. No Lock-in
Run tasks in Python, Bash, Node.js, Go, or containers. No refactoring required.
Build Everything As Code & From the UI
Empower every team member to collaborate from a single tool—code for developers, UI for everyone else, all in sync.
Agentic Automation, Built In
Copilot for speed, agents for action. Create, iterate, and automate workflows with an AI native platform.
API First. CI/CD Native.
Trigger executions, manage workflows and resources through the API, and roll out updates safely with Git-driven CI/CD pipelines.
Work With Your Stack,
Not the Other Way Around.
Kestra integrates with your existing cloud, data, infrastructure, and SaaS tools.
With 2,400+ plugins, you can orchestrate everything without building custom glue code.
We processed billions of rows and thousands of weekly API pulls in under 3 months. For the first time, our analysts aren't waiting for engineering—they're building the workflows themselves.
- Billions
- of records processed securely
- < 3 Months
- to go from zero to full production
- 100+
- users empowered to build workflows
Deploy Anywhere. Keep Everything Governed.
Open Source
Self-host on Docker or Kubernetes. Free Forever
Enterprise Edition
Built for critical environments.
SSO, RBAC, audit logs, multi-tenancy. Isolated workers and dedicated task runners.
Hybrid environments: Cloud, On-Prem, Air-Gapped.
SLA-backed support and a dedicated customer success program.
Cloud
Managed platform, production-ready, scalable. Fastest time to value.
2200+ Blueprints, Ready to Build.
Jump-start your workflows with a growing library of workflow templates
Knative Service Revision Failure and Scale Sentinel
Audits Knative Serving custom resources to detect failed revisions, unready conditions, and scaling bottlenecks.
Kestra Flow Security, Governance and Linting Gate
Enforce organizational security policies and lint Kestra flow definitions in CI/CD to block hardcoded secrets, deprecated syntax, and missing error handlers.
Run a GPU Pod and Collect Its Artifact
Run a GPU workload as a Kubernetes pod, pull its output artifact into Kestra storage, and notify Slack.
Sweep Ephemeral Test and Preview Namespaces by Pull Request Status and TTL
Automatically discover and delete stale Kubernetes preview and test namespaces when pull requests close or max TTL expires, with Slack notifications.
Kubernetes EndpointSlice Ready Endpoints Depletion and Routing Sentinel
Audits Kubernetes discovery.k8s.io EndpointSlices across all namespaces to detect zero-ready backend routing blackholes.
Kubernetes CronJob and Batch Job Execution Failure Sentinel
Audits Kubernetes batch/v1 Jobs and CronJobs across all namespaces to detect failed executions and missed backup/ETL runs.
Promote Kestra flows from staging to production with approval, snapshot and rollback
Promote flows from a staging namespace to production through the Kestra API, without Git. Per-flow diff, validation, a per-flow approval, a 30-day snapshot, smoke tests, automatic rollback and an audit CSV.
Klaviyo Pre-Send Recipient Estimation Alert
Estimate a Klaviyo campaign's audience before sending, alert Slack when out of range, and optionally fail so a parent flow can gate the send.
Kestra Flow Failure Rate Gate
Count FAILED executions in a namespace over a lookback window via Kestra's own API, alert Slack on a breach, read-only.
Klaviyo Send Job Monitoring with Slack Alerts
Poll Klaviyo send jobs during business hours and page Slack once when a campaign send transitions into a bad state.
Purge aged Kestra execution history behind an approval gate
Find Kestra executions older than a retention window, skip running, paused and protected ones, delete them behind an approval gate, then re-count and fail if the backlog is still too big.
Release Kestra Flows from Git with Smoke Tests and Automatic Rollback
Release flows from Git to a namespace after a dry-run diff, run smoke tests against the new revisions, and restore the previous flows if any test fails.
KrakenD API Gateway Health & Ingress Latency Sentinel
Continuously audit KrakenD API gateway health endpoints, monitor ingress latency and backend errors, and alert via Slack.
Audit Kubeflow pipeline runs and escalate failures and stuck runs
Read recent Kubeflow runs, measure the failure rate and stuck runs over a window, then open an issue, ping Slack and note every failed run.
Backport Kestra UI hotfixes to a Git review branch
Compare live flows with their deployed Git baseline and save approved UI edits to a review branch.
Kong Ingress Upstream Target Unhealthy and Circuit Breaker Sentinel
Audits Kong Gateway telemetry to detect unhealthy upstream target pools, circuit breaks, and 504 surges.
Reap Kestra executions stuck in RUNNING
Find Kestra executions that have been stuck in RUNNING past a threshold, the dead-worker zombies that hold a slot forever, list them in dry run, then behind a Pause approval kill each one and verify it is gone.
Kubernetes API Server Request Latency Spike Sentinel
Monitors Kubernetes API Server request duration metrics to detect control plane latency spikes and client throttling.
Kubernetes Istio Sidecar Injection Omission Sentinel
Scans active workloads in Istio-enabled namespaces to detect newly created pods running without Envoy sidecars.
Re-enable Kestra triggers that were never switched back on
Find Kestra triggers that an operator declared should be live but that are switched off, list them in dry run, then behind a Pause approval switch the allowlisted ones back on and confirm against the trigger state that work resumes.
Kestra gives you fewer tools to maintain, fewer scripts to debug, fewer dependencies between teams, and one place to see what’s running
across your company.
One PlatformOne StandardOne Source of Truth