this past year a lot of learning came from two efforts: research for my validity rollups report, and online resources I've used to learn more about product management.

in the case of the rollups report, I will defer to my acknowledgements: https://bitcoinrollups.org/#acknowledgements

it's hard to pick someone I learned the most from there. they are all sharp thinkers who have a lot of deep knowledge to share in their respective areas of expertise. I also learned a lot going through the work cited in the references section: https://bitcoinrollups.org/#references

in the case of product management, most of what I've learned has come from taking reforge classes. they create high-quality educational content relevant to a number of different professions, probably most relevant to people working at tech companies but maybe other industries too. I recommend anyone looking to level-up their skills to check out the courses and free content they have to offer: https://www.reforge.com/programs