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

by Stephen Kuenzli | Apr 2, 2026 | AI, Security

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...

How to Connect Strands Agents to AWS MCP with IAM Authentication

by Stephen Kuenzli | Mar 31, 2026 | AI

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...

Recent Posts

  • Severity is no longer a triage input. Risk scoring you own is.
  • Generate least-privilege EventBridge policies and restrict access to your AWS Organization with k9-cdk
  • Building Evals for an AI Agent: From Zero to Consistency Testing
  • How to Connect Strands Agents to AWS MCP with IAM Authentication
  • The top AWS Identity and Organization security launches of 2025

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