Severity is no longer a triage input. Risk scoring you own is.

“I’m sorry, Dave. I’m afraid I can’t do that.” NIST said it more politely on April 15. The NVD change is permanent, not a temporary glitch. CVE volume has outpaced NIST’s analysis capacity. For 25 years, vulnerability-management programs assumed the National...

Building Evals for an AI Agent: From Zero to Consistency Testing

We’re building an AI agent that triages cloud security findings. It reads a finding from AWS Security Hub or Prowler, assesses the risk, and tells an engineer exactly what to do about it with specific AWS CLI commands they can run. The agent worked. We had 620 unit...

How to Connect Strands Agents to AWS MCP with IAM Authentication

We’re building a cloud security agent with Strands Agents that triages AWS security findings. The agent uses the AWS Knowledge MCP server to search and read AWS documentation. The agent looks up remediation guides, CLI syntax, and best practices as part of its...