Runtime Incident Classification: Turning a Noisy Alert List Into a Triage Decision
Here is a scene every security team knows. A reverse shell opens a connection to...
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The CISO’s AI Agent Production Approval Checklist: 7 Gates to Clear Before Go-Live
Your engineering lead is in your office Thursday morning. They want to push an AI...
AI Workload Baseline and Drift Detection: Defining “Normal” Agent Behavior
Security teams deploying AI agents into Kubernetes know they need behavioral baselines. The concept is...
CVE-2026-0968: The libssh Heap Read That Isn’t as Scary as Scanners Say
A missing null check in libssh’s SFTP directory listing code lets a malicious server crash...
Detecting Rogue AI Agents: Tool Misuse and API Abuse at Runtime
When your CNAPP flags a suspicious dependency in an AI agent container, your WAF logs...
How to Sandbox AI Agents on EKS: Where Each AWS Control Stops and What Fills the Gap
EKS gives you more sandboxing primitives for AI agent workloads than any other managed Kubernetes...
What is an AI-BOM? Why Static Manifests Fall Short
Your AI-BOM shows every model, tool, and data source you deployed. But when your SOC...
How to Detect Prompt Injection in Production AI Agent Workloads
Your SOC gets an alert that an AI agent made an unusual API call. Your...
AI Agent Security Framework for Multi-Cloud Kubernetes Environments
Your security team has done the work. On EKS, you’ve deployed GuardDuty with SageMaker coverage,...
Securing AI Agents on GKE: Where gVisor, Workload Identity, and VPC Service Controls Stop Working
You enable GKE Sandbox on a dedicated node pool, bind Workload Identity Federation to your...
Observe-to-Enforce: How Progressive Security Policies Reduce Blast Radius
Last Tuesday, your security architect opened a pull request to add network policies to the...
eBPF for AI Agent Enforcement: What Kernel-Level Security Catches (and What It Misses)
Your team deployed Tetragon six months ago. TracingPolicies are humming along—you’re catching unauthorized binary executions,...
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