Donnie Berkholz is the Research Director for 451 Research's Development, DevOps, & IT Ops Channel, which covers the technologies employed for software development and software lifecycle management to drive business growth. Prior to joining 451 Research, Donnie covered trends in software development, data science and DevOps at RedMonk. He's previously worked for Mayo Clinic and LWN.net, and he has spent 15+ years as an open-source developer on Gentoo Linux and other projects.