Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows.

Airflow

Prefect is a workflow management system designed for modern data infrastructure.

Prefect

Dagster is a data orchestrator for machine learning, analytics, and ETL.

Dagster

Container-native workflow engine for Kubernetes supporting both DAG and step-based workflows.

Argo Workflows

Temporal is a microservice orchestration platform which enables developers to build scalable applications.

Temporal

Workflow automation tool with a focus on providing a fair-code, self-hostable option.

Luigi is a Python package that helps you build complex pipelines of batch jobs.

Luigi

Flyte is an open-source, Kubernetes-native workflow orchestration platform for building scalable, reproducible data, ML, and analytics pipelines.

Flyte

CrewAI is a Python framework for orchestrating autonomous, role-based AI agents (multi-agent systems) to collaborate and complete tasks.

Crewai

Kestra is an open-source, event-driven orchestration platform that allows you to define, schedule, and monitor workflows declaratively in YAML.

Kestra

LangGraph is a stateful, graph-based orchestration framework for building, managing, and deploying long-running agentic LLM applications and workflows.

Langgraph

Pipedream is an integration and automation platform built for developers, combining event-driven workflows with the flexibility to insert custom code.

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