I too owe a lot of my PhD and postdoc productivity to Snakemake. It's my bioinformatics super-power, allowing me to run a complex analysis, including downloading containers (Singularity/Apptainer) and other dependencies (conda), with one command.

Great for reproducibility. Great for development. Great for scaling analyses.

Snakemake is vital infrastructure for my work.