Claude Code to (my) exhaustion: a DP worklog

Recently at work I had a side quest on the following task: choose a binning scheme for some 1-dimensional data that has an annoying distribution. Quantile binning wasn't great (at the sparse tails it produces very wide bins, and in the center very tiny ones), and equal width was also out. Basically I wanted to be able to specify a number of bins ( n_bins ) and get some "reasonable" bin edges out.…