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Best Windmill Alternatives ranked by AI · updated Aug 2026
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Windmill is an open-source developer platform for turning scripts into internal tools, workflows, and scheduled jobs. It is aimed at engineering and operations teams that need code-first automation with approvals, retries, observability, and self-hosting.
Top 6 Windmill alternatives
Pipedream is a platform for integrating APIs, automating workflows, and connecting apps.
Free tier available, paid plans starting at $49/month
Beau is an open-source, configuration-driven workflow runner for chaining HTTP requests and API operations. It is aimed primarily at developers who want...
Pros
- YAML-based workflows are easy to version-control alongside code
- Focused HTTP execution model is simpler than broad integration platforms
- Can run locally without a recurring subscription
Cons
- Far fewer prebuilt integrations than Zapier, Make, or n8n
- Lacks the polished visual builder common in hosted automation tools
- Limited collaboration, monitoring, and permission features
Free, open source
4
Workflows by Anvil
Anvil
Anvil Workflows is a Python-first platform for building, running, and monitoring durable multi-step workflows. It is aimed at developers who want workflow...
Pros
- Uses Python throughout instead of requiring a separate workflow DSL
- Combines workflow logic with Anvil's UI, server code, and deployment tools
- Accessible to teams already building applications on Anvil
Cons
- Less ecosystem maturity than Temporal or Airflow
- More tightly coupled to the Anvil platform than standalone orchestrators
- Fewer enterprise integrations than Zapier or Power Automate
Free tier; paid plans from $15/mo
CTFreak is a task scheduling and workflow automation platform for teams that need to run scripts, commands, and operational jobs. It provides...
Pros
- Combines scheduling, remote execution, and workflow management in one interface
- More focused on operational jobs than general-purpose CI platforms
- Supports centralized monitoring and team access controls
Cons
- Smaller ecosystem than Jenkins, Airflow, or Rundeck
- Less suitable for complex data pipelines than Airflow
- Fewer integrations and community resources than established alternatives
Free, paid plans available
Trigger.dev is an open-source platform for running reliable background jobs and long-running workflows in TypeScript. It is suited to developers building AI...
Pros
- Excellent TypeScript support for long-running jobs and AI tasks
- Open-source core allows self-hosting and infrastructure control
- Includes retries, concurrency, schedules, logging, and task visibility
Cons
- Narrower language support than Temporal
- Less built-in agent-specific functionality than Inferable
- Operational features depend on the selected cloud or self-hosted setup
Free self-hosted option; cloud plans available
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