News and Tech Update

Move GenAI in QA from test‑factory to life‑cycle intelligence: AI proposes coverage and data, humans review, deterministic automation executes—focus on risk‑aligned coverage, drift detection, and governance. from DevOps.com https://ift.tt/gtazAr8

A practical 10-layer monitoring framework for Kubernetes and VM environments that prioritizes what to watch—system, application, HTTP/RUM, databases, caches, queues, tracing, SSL, external deps, and log patterns—to prevent outages and reduce noisy alerts. from DevOps.com https://ift.tt/XdQqxeY

Anthropic’s Claude Opus 4.6 uncovered more than 600 previously unknown vulnerabilities in widely used open source software, raising new questions about AI-driven security research, vulnerability management, and defensive readiness. from DevOps.com https://ift.tt/8mBWfRs

A global survey of 828 enterprise IT professionals conducted by the Futurum Group finds well over a third of respondents expect their organization to increase spending on software security testing (39%) and application programming interface (API) security (36%) over the next 12 to 18 months. Overall, about 35% said they also plan to make some […] from DevOps.com https://ift.tt/UD4pSgF

AI coding assistants can introduce vulnerabilities, privacy risks, and dependency issues. Learn key cybersecurity practices to safely use AI in software development. from DevOps.com https://ift.tt/EG8ZpXW

Perforce Software is making the Model Context Protocol (MCP) that artificial intelligence (AI) tools and agents invoke to access data available across its entire portfolio of DevOps platforms. Jake Hookom, executive vice president of product for Perforce, said the code management, application testing and infrastructure management tools and platforms the company provides will now all […] from DevOps.com https://ift.tt/Im4uxit