Day: September 3, 2025

Detection‑as‑Code (DaC) Adoption Rising — SOCs Embedding Detection Logic into CI/CD‑Style Pipelines

Shuvro

Reading Time: 3 minutesDetection‑as‑Code (DaC) is moving from niche practice to mainstream SOC engineering discipline. By embedding detection logic into CI/CD‑style pipelines, organizations are achieving faster deployment cycles, higher detection accuracy, and measurable reductions in false positives.

Exposure Management Is Converging — CSPM, KSPM, DSPM, and CTEM Frameworks Are Blending into Unified Risk Dashboards

Shuvro

Reading Time: 3 minutesFor years, security teams have relied on separate tools to manage cloud misconfigurations (CSPM), Kubernetes security (KSPM), and sensitive data exposure (DSPM). Meanwhile, Continuous Threat Exposure Management (CTEM) emerged as a programmatic approach to continuously identify, assess, and remediate exposures across the attack surface.

AI Is Now Both Attacker and Defender — SOCs Must Integrate AI-Driven Detection, But Also Secure AI Assets Themselves

Shuvro

Reading Time: 4 minutesArtificial Intelligence has crossed a threshold in cybersecurity. It’s no longer just a defensive accelerator — it’s now a fully weaponized capability in the hands of adversaries.