Kestra sits where automation grows up into orchestration. Workflows are declared in YAML — versionable, reviewable, generated by AI if you like — and triggered by schedules, webhooks, file arrivals or messages from Kafka and friends. Each step can run any language in isolated containers.
That declarative core is what separates it from n8n: your automation lives in Git like the rest of your infrastructure, with a slick UI layered on top for topology views, live logs, backfills and replays. Data teams use it as a friendlier Airflow; platform teams use it as an event backbone.
It's Apache-2.0 licensed with one of the fastest-growing communities in the space, and scales horizontally — the same engine that runs your nightly report can run millions of executions across workers.
Declarative definitions that live in Git — reviewable, diffable and environment-promotable.
Schedules, webhooks, file detection, Kafka/Pulsar messages — react to anything, not just cron.
Run Python, R, Node, Shell, SQL and more in containerized task runners.
Horizontal workers, high-availability setups and 600+ plugins for data systems.
A hands-on walkthrough of getting Kestra up and running — follow along and you'll have it self-hosted in one sitting.
The core platform is free and Apache-2.0 licensed with no execution limits. An Enterprise Edition adds SSO, RBAC, audit and high-availability features.
n8n for business users wiring SaaS apps together; Kestra when workflows become infrastructure — data pipelines, event processing, anything that needs Git versioning, backfills and scale.
Yes — that's its home turf. You get Airflow-class orchestration with a modern UI, YAML instead of Python DAGs, real event triggers and much simpler operations.
Yes — a single docker-compose for evaluation, and Kubernetes (official Helm chart) for production deployments.
Scripts become workflows, cron jobs and internal apps.
Fair-code workflow automation with 400+ integrations and AI nodes.
Flow-based programming for events, devices and APIs.
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