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 […]
The Great Decoupling: Scaling the Outer Loop for the Agentic Era
The “Inner Loop” of software development—the iterative cycle of writing, building, and debugging code—has just broken the sound barrier. With the emergence of agentic coding tools like Claude Code and GitHub Copilot Workspace, the developer experience has undergone a fundamental shift. Developers are no longer merely tab-completing snippets; they are orchestrating agents that generate entire […]
Mistral Moves Coding Agents to the Cloud — and Gets Out of Your Way
Mistral’s latest release shifts AI-assisted development from your laptop to the cloud. Here’s what that means for development teams.
IREN to Acquire Mirantis to Reduce IT Infrastructure Management Friction
IREN Ltd, a provider of cloud infrastructure services, today revealed its intent to acquire Mirantis, a provider of open source OpenStack and Kubernetes software that is deployed in both cloud computing and on-premises IT environments. Under terms of the agreement valued at $625 million, Mirantis will operate as an independent subsidiary of IREN, a former […]
Incredibuild Unveils Islo Sandbox to Isolate AI Coding Agents
Incredibuild this week developed a sandbox, dubbed Islo, that makes it possible to safely run artificial intelligence (AI) coding agents. Company CEO Shimon Hason said Islo provides an isolated execution environment that enables DevOps teams to limit access to sensitive data, codebases, resources and services. Each AI coding agent is then provided with its own […]
Reimagining AI-Assisted Coding for Team Scale in Enterprises
AI coding tools have advanced rapidly, but most are still designed around the individual developer. Their effectiveness depends heavily on a user’s ability to write understandable prompts, preserve architectural coherence across sessions, and identify areas that require additional work. This model works for some engineers, but it is far less dependable for a large organization’s […]
Ten Great DevOps Job Opportunities
staging-devopsy.kinsta.cloud is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers. Of course, the pool of […]
Cursor’s New SDK Turns AI Coding Agents Into Deployable Infrastructure
Cursor’s TypeScript SDK lets teams invoke AI coding agents programmatically from CI/CD pipelines, with sandboxed VMs, MCP support, and token-based pricing.
The Trust Problem With AI Agents in Production Pipelines
AI agents boost DevOps pipelines, but confident failures create risk. Here’s how to design for calibrated trust and human oversight.
The Velocity Trap: Why Shipping Faster Is Making Systems Worse
There is a particular flavour of engineering dysfunction that looks, from the outside, like peak performance. Deployments are frequent. Sprint velocity is high. The feature backlog is shrinking. Leadership is pleased. And underneath all of it, the system is quietly rotting. Technical debt compounds with every rushed deployment. Observability gaps widen because nobody has time […]
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