Atlassian used its Team ’26 user conference this month in Anaheim to explain how its platform has now further evolved to underpin the reality of what the company defines as the AI‑native organization. This still-emerging entity is a company (or indeed a department, an individual team or working group) where human teams are co‑creating alongside […]
Survey: Java Developers Wrestling With Massive Amounts of Technical Debt
A global survey of 2,039 Java developers published today finds 63% reporting that dead and unused code adversely affects their team’s productivity, with 22% describing the impact of that technical debt as being severe. Conducted by Dimensional Research on behalf of Azul, a provider of a distribution of OpenJDK, the survey also finds that more […]
The Future of Observability: Predictive Root Cause Analysis Using AI
In the past few years, systems have become more complex than ever. Microservices, Kubernetes, cloud environments and distributed application programming interfaces (APIs) have changed how we build and manage software. However, this complexity has also made it harder to find the root cause when things go wrong. That’s where observability and artificial intelligence (AI) come together to change the game — helping us move from reactive monitoring to predictive root cause analysis (RCA). […]
Survey Surfaces Impact AI Coding Tools Are Having on DevOps Workflows
A survey of 206 IT leaders and executives finds that, with the rise of artificial intelligence (AI) coding tools, more application development teams are devoting more time to reviewing rather than writing code. Conducted by Enterprise Management Associates (EMA) on behalf of Perforce, the survey finds 57% of developers now spend more time on code […]
How Software Engineers and Students Use AI to Move Faster than Ever (Without Breaking Things)
We’re living through the AI revolution — or more accurately, the age of augmented intelligence. From agentic AI tools transforming software development to AI-native education shaping the next generation, super{set} explores how developers, students, and businesses can harness AI to amplify human potential and innovation.
Why Software Migrations Fail: It’s Not the Code
The future of software migration lies not just in AI and automation, but in embracing the human elements that make these transitions sustainable.
AI in Government: Why Flexibility Matters More Than Ever
The early blooms of AI experimentation showed the new, promising ways of streamlining government operations. Now comes the real work of cultivating environments where AI can take root and thrive.
Five Powerful Ways AI Is Transforming the DevOps Playbook
The DevOps playbook is rapidly transforming because of recent advancements in artificial intelligence (AI).
Empower Developers to Preserve Human Agency in Today’s World of Automation
A pressing issue facing the tech industry is how to strike the right balance between humans and technology regarding AI.
Addressing the Problem of Drift Detection and Drift Cause Analysis
Perhaps the biggest challenge of IaC operations is drifts — a scenario where runtime environments deviate from their IaC-defined states, creating a festering issue that could have serious long-term implications.
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