There aren’t enough characters for us to tell you about all the incredible things that the sourmash package, a command-line tool and Python/Rust library for metagenome analysis and genome comparison using k-mers, does, but we promise that you’re going to want to check out this incredible package from Tessa Pierce-Ward, Titus Brown, and Luiz Irber!