Build production-grade workflows

See your entire workflow as an interactive graph. Inspect inputs and outputs at each node, follow data as it flows between steps, spot bottlenecks at a glance and restart from any step without replaying the full run.

Connect to databases, APIs and third-party services using typed resources. Credentials are stored centrally and injected at runtime. Share connections across scripts and flows without duplicating secrets.

Use branching (if/else, parallel fan-out), for-loops with configurable parallelism, while-loops for polling, and approval steps that suspend until someone approves.

Each step can have its own error handling strategy and configurable retries with exponential backoff. Run a custom script on failure (send a Slack alert, create a ticket, trigger a rollback), stop the flow early based on a predicate, or mark non-critical steps to continue on error.

Start flows from cron schedules, webhooks, Slack commands, emails, Postgres CDC, Kafka, SQS, or manually from the UI. Combine multiple trigger types on the same flow.

Promote flows from draft to production in one click with full deployment history and instant rollbacks. Sync your workspace with GitHub or GitLab, use your existing code review workflows and deploy via the UI, the CLI or CI/CD pipelines.

Every run is logged with inputs, outputs, duration and status. Filter by success or failure, inspect logs and re-run with one click. Track resource usage, monitor worker groups and set up alerts for failures.