The integration spec started at 158 lines and grew to 488 lines — a 3× expansion. It was restructured twice (once shrinking after a split, then growing again as new methodology was incorporated). This volatility reflects the hardest scientific decision in the pipeline: how to integrate 12 datasets from different platforms without erasing biologically meaningful variation. Every revision here was a human judgment call.