Latest Articles

Microsoft Copilot Studio Brings Computer-Using Agents to the Enterprise
For years, IT and DevOps teams have wrestled with the same stubborn problem: how do you automate workflows in systems that were never built for automation? Legacy apps, vendor portals, and proprietary ...

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 ...

GitLab Act 2: Still an Open Book
An analysis of GitLab’s "Act 2" transition under CEO Bill Staples, examining whether the company can successfully pivot to an AI-native, agentic software delivery model while dismantling the radically transparent, remote-first culture ...

Why DevOps Is Critical for Modern Business Resilience
Today’s business world operates in a state of constant change. What the customer wants to buy changes quickly, new competitors appear overnight, and cyber threats are changing faster than ever. In this ...

Widespread Mini Shai-Hulud Campaign Is a Matter of Trust
The latest series of attacks using the notorious Shai-Hulud worm puts into sharp focus the threats facing software developers and their CI/CD pipelines, an issue that has been raised in recent months ...

xAI Enters the Coding Agent Race With Grok Build
Elon Musk's xAI has entered the developer workspace with Grok Build, a local-first coding agent featuring an automated "Arena Mode" that runs and ranks parallel AI outputs to rival Anthropic and OpenAI ...

Survey Surfaces Multiple Challenges Measuring AI Coding Productivity
A Harness survey reveals that while 89% of organizations see AI boosting developer productivity, a third of the workday is consumed by untracked AI tasks like fixing bugs, code reviews, and managing ...

Observability-Driven Continuous Testing in Cloud-Native DevOpsÂ
Observability transforms continuous testing from quality gates into reliability signals. Cloud-native teams ship faster because they know their systems better — traces reveal bottlenecks, synthetics catch regressions and security telemetry prevents breaches. ...

AI in Production Has a Governance Problem — ISO/IEC 42001 is Starting to Solve ItÂ
Moving fast without losing control is the core promise of DevOps. Extending this discipline to AI is the next logical step, supported by existing frameworks. ...

Migration Observability: Measure Meaning, Not MovementÂ
Traditional operational observability focuses on latency, errors, throughput and saturation. Migration observability needs a different category: Semantic drift ...

Capturing Real API Behavior for Regression Testing: Architecture and Implementation
Move beyond scripted predictions. Learn how intelligent regression testing captures real API behavior and detects failures before production ...

Your CI/CD Pipeline Has Non-Human Identities You Forgot About
A deployment starts failing late on a Friday evening. The initial assumption is that something changed in the application release. Teams start checking container images, Terraform plans and recent commits. Nothing looks ...

