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...

Export Findings from Security Hub in OCSF Format: A Complete Guide

Security teams have long been challenged by security findings scattered across many tools in proprietary formats that don’t play well together. If you’re managing AWS Security Hub findings and need to analyze them alongside data from other security tools, you’ve likely...