What it does
A framework for role-shaped agents written in Python. The official page is the source for this profile. This is not a hands-on review.
Who should care
Developers who want a crew of agents and will bring their own model. That is the audience, not a claim that every reader should adopt this vendor.
Our take: Use
The framework is MIT. The model bill is not included. This is an editorial recommendation for the stated use case, not an investment rating or a benchmark result.
Pricing without the confetti
The library is free under MIT. Model calls are billed by whoever hosts them. Source: public page, checked November 7, 2026. Where a license applies instead of a subscription, the license is the price.
Before you commit
Write down the job, what data enters it, who approves the output, and the maximum bill or license constraint you can live with. If the exit route is unclear, keep the trial small. These are recommended checks, not claims of completed testing.