Workflow Automation

TaskWeaver

A code-first agent framework for data analytics tasks.

Status
UnmaintainedGitHub repository has been archived.
Last checked
Checked · Oct 13, 2026
License
Open source
Pricing
Free tier · from $0
Visit TaskWeaver Compare with alternatives

What it is

TaskWeaver is a powerful code-first agent framework designed to plan and execute data analytics tasks seamlessly. It provides developers with the tools they need to manage complex workflows efficiently, making it an essential part of any modern data processing pipeline.

TaskWeaver stands out as an open-source, code-first framework that simplifies the orchestration of data analytics tasks, offering unparalleled flexibility and efficiency for developers.

When it fits — and when it doesn’t

A good fit for

  • Teams building automated data analytics pipelines who need a flexible and efficient orchestration tool

  • Data science teams looking to integrate complex workflows with ease

  • Developers working on projects that require seamless task execution

Look elsewhere if

  • Projects requiring real-time streaming capabilities (TaskWeaver is batch-oriented)

  • Teams preferring a fully managed service over self-hosted solutions

Known weaknesses

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

  1. 01

    Small community and limited third-party integrations

    GitHub repository shows low activity compared to more established frameworks like Apache Airflow or Prefect

What it does well

  • Seamless planning and execution of data analytics tasks

  • Code-first approach for flexible task management

  • Efficient workflow orchestration capabilities

  • Extensive documentation and community support

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 TaskWeaver

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

Open the setup guide →
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