Best PostgreSQL Automation & Workflows for self-hosting

Programmatically author, schedule and monitor workflows

Replaces AWS Step Functions, Azure Data Factory

Declarative orchestration and scheduling platform

Replaces Zapier, Make

Modern workflow orchestration for data and Python pipelines

Replaces AWS Step Functions, Azure Data Factory

Automate browser workflows with LLMs and computer vision

Replaces UiPath, Zapier

Durable execution platform for reliable distributed workflows

Replaces AWS Step Functions, Azure Logic Apps

Developer platform for scripts, flows and apps

Replaces Zapier, Retool

Data orchestrator for the full development lifecycle

Replaces AWS Step Functions, Azure Data Factory

Open-source background jobs and workflows for code

Replaces Zapier

Open-source business automation you can self-host

Replaces Zapier

Lightweight business process engine with BPMN and DMN

Replaces Microsoft Power Automate, Camunda

Open-source data pipeline tool for transforming and integrating data

Replaces Azure Data Factory, Apache Airflow

Distributed background task queue with a modern UI

Replaces Celery, Temporal

BPMN-based workflow and decision automation engine

Replaces Microsoft Power Automate, AWS Step Functions

PostgreSQL-backed task queue for Python automation

Replaces Celery