Amy Carrillo Cotten shares her perspective on how DevOps teams are evolving in an era defined by AI acceleration, rapid release cycles, and shifting engineering priorities. Drawing from her experience leading engineering transformation initiatives, Cotten emphasized that while automation continues to drive efficiency, true DevOps maturity still depends on people, processes, and the right mindset. […]
Survey Surfaces Software Engineering Challenges Following Adoption of AI
A survey of 101 senior engineering leaders published this week finds while 87% believe their organization is “prepared” or “very prepared” to adopt artificial intelligence (AI). It’s also clear that several hurdles remain, most notably making sure application development teams have the quality assurance skill and expertise needed to validate AI outputs (66%). Conducted by […]
The Metrics Disconnect Between Developers and IT Leaders
A survey of 350 software developers found a majority (91%) of respondents are unhappy with the actual metrics leadership teams are measuring. The survey, conducted by Atomik Research on behalf of Uplevel, an enterprise intelligence platform provider, found the top metrics developers say should be tracked include hours worked (52%), work allocation (49%) and the […]



