Case studies

Every case follows the same structure: the context, the constraint that shaped the project, the decisions made, and what they produced.

Cloud / FinOps · July — August 2026

A FinOps agent for AWS cost optimization

An agent that finds the savings hiding in an AWS account: six read-only tools, no arithmetic delegated to the model, no ability to mutate anything.

  • Python
  • Strands Agents SDK
  • Amazon Bedrock
  • boto3
  • AWS CDK
  • pytest