JFrog AppTrust has added a hosted Policy-as-Code playground that addresses the core validation gap in OPA-based governance programs. Unlike generic Rego sandboxes that only check syntax, the playground lets AppSec teams test policies against real application artifacts pulled from JFrog Artifactory, run dry runs with actual SBOM and SDLC evidence, and see evaluation output before any policy touches CI/CD. It also includes an AI assistant that translates natural language descriptions into valid Rego, removing the need for a Rego specialist. Validated policies can be saved as reusable templates and applied as release lifecycle gates across the organization. The post frames this as solving the 'validation gap' created when AI tools like Claude Code or Cursor generate Rego quickly but without a safe way to verify behavior against real-world context.
