Our problems with VMs on Azure were:

• The Azure Linux Agent incrementing versions and breaking stuff.
• The availability zone becoming over utilized and our non reserved VM clusters fail to start up.
• Changes to Azure automation runbooks breaking scripts and schedules. (unrelated to the stuff they warned about)
• Azure invisible proxy terminating ssh sessions as inactive while doing long running tasks and having to use the awful serial console.