9 articles that week
devops.com, Friday, February 6th, 2026
Pavlo Baron, co-founder and CEO of Platform Engineering Labs, unpacks what's changing in platform engineering as AI reshapes who gets to build, and how infrastructure actually gets managed.
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devops.com, Friday, February 6th, 2026
GenAI's first big moment in QA was test case generation. A QA organization could paste a requirement into a prompt and receive a complete suite in seconds. The speed was real, and so was the hangover.
more → devops.com, Wednesday, February 4th, 2026
AI coding assistants can be an efficient way to improve the coding process. They allow developers to automate many repetitive tasks so they can focus on the more grueling, detail-oriented aspects of coding. However, developers must watch out for potential security risks common among AI coding assistants.
more → devops.com, Tuesday, February 3rd, 2026
Recently, AI has infiltrated every corner of software delivery. It is writing code, tuning tests, fixing bugs, correlating logs and - most provocatively - making decisions inside CI/CD pipelines that used to be purely human territory.
more → devops.com, Tuesday, February 3rd, 2026
Imagine it's 3 a.m. and your pager goes off. A downstream service is failing, and after an hour of debugging you trace the issue to a tiny, undocumented schema change made by an upstream team. The fix is simple, but it comes with a high cost in lost sleep and operational downtime.
more → devops.com, Tuesday, February 3rd, 2026
Launched in 2008, the audio streaming platform Spotify has more than 200 million active users worldwide. Initially, Spotify relied on a homegrown container orchestration system called Helios. In 2017, this became a bottleneck, and the IT team implemented Kubernetes, which increased speed while reducing costs.
more → devops.com, Tuesday, February 3rd, 2026
The real cost of poor observability isn't just downtime; it's lost trust, wasted engineering hours, and the strain of constant firefighting. But most teams are still working across fragmented monitoring tools, juggling endless alerts, dashboards, and escalation systems that barely talk to one another, which acts like chaos disguised as control.
more → devops.com, Tuesday, February 3rd, 2026
DevOps has a long history of automating handoffs between the developers and ops teams. The future of automation is rapidly evolving to include a bot-enabled development, where intelligent agents don't just get stuck into a task, but drive parts of the software life cycle. This new world is where DevOps merges human brainpower with AI-powered tools.
more → DevOps, Monday, February 2nd, 2026
AI is growing up fast. This means we now need to both quantify and qualify the depth, breadth and scope of the AI components now being grafted onto (let's be realistic, AI-native hasn't happened yet) existing enterprise software structures and data management estates. Coder thinks it can help.
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