A big one that has bitten my team a lot is syncing files between local and container. There are even whole separate tools like https://docker-sync.readthedocs.io designed to try to mitigate the problem. The most annoying thing is it almost works almost all the time and then all of a sudden stop working for some people for no obvious reason. We gave up on Docker for development because we couldn't trust it to work consistently.