When multiple AI agents collaborate on a decision and get it wrong, standard logs can't tell you which agent caused it. This post shows how to build a blame graph on Amazon OpenSearch Service and Amazon Bedrock that measures influence between agents and walks backward from a failed decision to find the root cause.