Architectures, Risks, and Adoption: How to Assess and Choose the Right AI-SOC Platform
Traditional SOC models cannot scale; AI-driven automation and a mindset shift are required to handle overwhelming alert volumes and improve detection and response.
AI accelerates code deployment but security automation lags, causing application security testing to slow development and create mounting security debt.
What Makes Vulnerability Scanning Effective in Fast-Moving DevSecOps Pipelines Today? - DevOps.com
Effective vulnerability scanning must be fast, integrated into CI/CD, and prioritize quality to enable secure continuous delivery without blocking developer flow.
Agentic AI Expands Into SecOps to Ease Human Workloads
Agentic AI is automating low-value security tasks—triage, reverse-engineering, phishing analysis, and forensic workflows—producing evidence-rich outputs that improve analyst efficiency while prioritizing explainability.