Workflow Automation

doit

A task runner and build tool for efficient project management.

Status
Generally available
Last checked
Checked · Oct 7, 2026
License
Open source
Pricing
Free tier · from $0

What it is

Doit is a Python-based task runner that helps developers manage tasks in their projects efficiently. It supports dynamic dependencies, making it ideal for complex workflows.

Doit stands out as a Python-centric, flexible task runner with dynamic dependency support, making it ideal for complex project workflows.

When it fits — and when it doesn’t

A good fit for

  • Python developers who need a flexible task runner for managing project workflows.

  • Projects requiring dynamic dependency management and efficient task execution.

Look elsewhere if

  • Developers looking for cloud-based task runners or CI/CD solutions.

  • Teams that require real-time collaboration features in their build tools.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited integrations with non-Python ecosystems

    Primarily designed for Python projects, lacking native support for other languages

  2. 02

    Small community and slower issue resolution

    GitHub activity shows fewer contributors and longer response times on issues

What it does well

  • Dynamic dependencies

  • Task execution based on file modification times

  • Support for task actions and data flow

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up doit

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →