Stopping Runaway AI Loops: Implementing Enterprise FinOps and Observability with PolicyAware

Short summary

PolicyAware is a governance tool that catches runaway AI agent loops—where misconfigured retries generate thousands of redundant API calls and massive token spend—before they cause financial damage. It offers static scanning in CI/CD to flag unshielded tool definitions, unbudgeted API routes, and missing termination conditions, plus runtime enforcement. The post includes concrete CI integration examples with GitHub Actions.

• •PolicyAware provides static scanning in CI/CD to detect unshielded agent tools and unbudgeted API routes
• •Runtime enforcement layer catches recursive agent loops before costs compound
• •Includes GitHub Actions integration example with --fail-on-critical gate

Generated with AI, which can make mistakes.