Debug multi‑agent AI pipelines using a blame graph on OpenSearch
AWS demonstrates building a blame graph that traces influence across cooperating AI agents and walks back from a bad decision to its source. Stored in Amazon OpenSearch Service and powered by Bedrock embeddings, the graph pinpoints the agent that hallucinated facts, suppressed a warning, or missed stale data. A ready‑to‑run CloudFormation stack and five‑agent stock‑research demo let you reproduce the failures in minutes.