DevOps

Too many DevOps teams still rely on a few engineers to hold everything together. This article explores how that hero culture creates burnout, slows teams down, and why more teams are turning to AI agents to scale knowledge and reduce risk.

DevOps was supposed to speed up innovation, but for many teams it has turned into a pile of repetitive tasks and ticket-chasing. This report looks at how burnout is creeping in and why AI automation might finally give engineers their time and focus back.

AI helps with dashboards and summaries, but in DevOps, it still rarely does anything. This article looks at why AI has stayed passive for so long and how teams are finally asking for more than just copilots that point at problems.

Plenty of teams pass audits while still running weak, exposed systems behind the scenes. This report dives into the growing gap between paper compliance and real security, and how AI-powered platforms are starting to close it with always-on enforcement.

CI/CD and IaC make it look like everything should move fast, but most teams still hit delays at the worst moments. This report unpacks why modern pipelines stall and how AI agents are helping close the gaps between "deployed" and "delivered."

Teams say they’re consolidating tools, yet somehow the average stack keeps growing. This report breaks down why tool sprawl is quietly dragging down engineering productivity, and how integrated platforms are becoming the smarter way forward.