Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

SOC 2, which stands for Systems and Organization Controls 2, is a framework developed by the American Institute of Certified Public Accountants (AICPA) to evaluate controls for security, availability, processing integrity, confidentiality, and privacy. As agentic AI systems begin acting autonomously, AI and SOC 2 compliance become closely linked. These systems drive new efficiencies, but also introduce new risks.

Your systems are fully patched. Your vulnerability scanner comes back clean. But are they actually secure?

Why do most Kubernetes security tools fail teams in practice? Because they treat deployment and security as separate problems. A true Kubernetes security deployment service embeds scanning, policy enforcement, and runtime monitoring directly into the deployment flow — so risky workloads never reach production in the first place. Why isn’t shift-left security enough on its own?

What is container registry security? Container registry security is the set of practices, tools, and policies that protect container images from tampering, unauthorized access, and vulnerability exploitation. It covers four core areas: access control (who can push, pull, and delete images), vulnerability scanning (identifying known CVEs in image layers), image signing (cryptographic verification that images haven’t been modified), and content trust (ensuring images come from verified publishers).

Why do most Kubernetes security tools miss runtime threats? Most Kubernetes security tools were built to scan configurations and images, not to watch what’s actually happening in clusters. They tell you what might be wrong but can’t show what’s actually being attacked. Static scanning finds theoretical risks—a CVE exists somewhere in your container image.

Security vendors love the man-in-the-middle attack. It’s the boogeyman of every TLS marketing page. Some shadowy figure intercepting your traffic, reading your secrets, stealing your data. A man-in-the-middle attack is when an attacker positions themselves between two parties on a network to intercept the traffic flowing between them. In the context of TLS, that means an attacker who can present a valid certificate can read everything in plaintext and proxy it on to the real server.

Anthropic’s launch of Claude Code Security is exciting. Not because it changes everything overnight — but because it confirms something important: AI-powered security inside the developer workflow is becoming the new normal. And that’s a win for the entire industry.