Ideas included in this post are based on numerous conversations that have occurred across the Pangeo community. Ryan Abernathey, Guillaume Eynard Bontemps, Joe Hamman, Chris Holdgraf, Fernando Perez, Niall Robinson, Matthew Rocklin, Richard Signell, and Amanda Tan Lehr (alphabetized) made specific contributions to the development of these thoughts. We kicked…