As DevOps shifts from deterministic infrastructure automation to AI-driven probabilistic judgment, organizations face a profound transition from automating tasks to automating operational reasoning. Discover why this requires a fundamental evolution in platform engineering, trust, and governance.
Can Claude Agents Replace DevOps Teams? A Practical Reality Check
Are AI agents replacing DevOps engineers? Explore how tools like Claude are shifting DevOps from rigid automation to autonomous, adaptive systems, and why human judgment remains the critical link in managing system complexity and risk.
MCP-Powered Agentic AI in DevOps: Building Secure, Scalable Multi-Agent Pipelines for Autonomous SRE and Observability
Discover how model context protocol (MCP) powered agentic AI is transforming DevOps by enhancing resilience and efficiency in cloud-native environments. Learn about the challenges, benefits, and real-world applications of autonomous multi-agent systems.
DevOps: The Never-Ending Story
A reflective take from Alan on why DevOps endures, adapts, and remains a human-centered practice in an era of platforms and AI.
DevOps Didn’t Fail — We Just Finally Gave it the Tools it Deserved
Charity Majors delivers a wake-up jab to DevOps, sparking debate on its evolution and success. Is it a failure or just getting interesting? Alan dives into the discussion.
Whose Ops is it Anyway? How IDPs, AI and Security are Evolving Developer Culture
It was only a few years ago that perhaps the biggest hurdle for DevOps advocates was convincing leadership that it was worth the investment. That conversation has since shifted. In most organisations today, the value of faster releases, tighter feedback loops, and closer collaboration between development and operations is obvious. The challenge is no longer […]
DevGovOps, A New Play on DevOps, or is It?
DevGovOps is emerging as the next evolution of DevOps, embedding governance into software delivery pipelines. At JFrog’s SwampUP 2025, governance, AI supply chains, and compliance took center stage—positioning DevGovOps as essential for responsible AI adoption.
DevOps World 2022: DevOps is Not Just CI/CD
There was a time when pundits said that DevOps was the symptom and CI/CD the cure. While that may or may not be true, there is no denying that CI/CD is the very heart of DevOps. While that might still be true, DevOps today is so much more than CI/CD; it has evolved, far beyond […]
Then and Now: The Evolution of DevOps Culture
There are many available resources dedicated to delivering better business value faster. Based on this advice, many organizations and teams are adopting common software delivery practices — even outside the usual use case of providing software (take, for example, SpaceX teams using agile, or leadership teams that use scrum practices and have daily stand-up calls). […]
Steps on the Journey to DevOps
There was a time when people thought DevOps was a simple movement that didn’t need to be defined. I have always been told that big leaps won’t get you to your destination immediately, but little steps will get you there one day. For DevOps, the day has come, gaining mindshare among organizations and given importance […]