People bash on Python pickle's all the time. But honestly, if I had been using them more in a recent data cleaning exercise, I would have been able to "snap-shot" data in my pipeline much easier. I've also integrated @simon@simonwillison.net datasette as well, which is also great, but i just like working with my python objects, what can i say!