A critical vulnerability in a popular Microsoft GitHub repository could allow a threat actor to easily exploit its CI/CD infrastructure to run arbitrary code in the repository and gain access to secrets, according to researchers with cybersecurity firm Tenable. In an advisory issued April 21, Rémy Marot, staff research engineer at Tenable, wrote that “by exploiting this … Read more
Artificial intelligence is no longer a side topic in DevOps. It is now being applied to code generation, pull request review, anomaly detection, incident investigation, and infrastructure optimization across modern delivery pipelines . For teams running cloud-native platforms, the most useful question is not whether AI matters, but where it creates measurable value without adding unnecessary … Read more
😅 This Started With Pure Frustration I can’t even count how many times this has happened. I’d sit down thinking, “Let’s quickly set up a Kubernetes cluster.” It always starts simple. Nothing fancy, just a quick setup for testing or deployment. But somehow, it never stays simple for long. First, the container runtime takes longer … Read more
Introduction Air-gapped environments are common in regulated industries (defense, banking, pharma) where clusters and CI/CD systems cannot talk directly to the public internet. The challenge is to keep development velocity without sacrificing security: builds must run, images must be scanned and signed, and artifacts must be available inside the offline environment — all while keeping … Read more