open-source · since 2026
AgentTrust
Red Hat Emerging Technologies
An open-source behavioral-compliance framework for testing whether AI agents stay within their declared capabilities. It generates in-scope, out-of-scope and near-miss probes from an agent card, scores responses with an LLM judge, and can cross-check MLflow traces for undeclared or anomalous tool use.
ai-agentsagent-governancea2aevaluationmlflow
desk notes
Verified 2026-08-21 from the Red Hat Emerging Technologies announcement and canonical repository. The repository was created 2026-06-07 and has no tagged release as of verification. The project is early-stage upstream work, not a supported Red Hat product. The announcement describes black-box response scoring and optional white-box MLflow trace analysis.