We introduce our novel Bayesian parton density determination code, artonensity.jl. The motivation for this new code, the framework, and its validation are described. As we show, artonensity.jl provides both a flexible environment for the determination of parton densities and a wealth of information concerning the knowledge update provided by the analyzed dataset. Published by the American Physical Society 2024