Report #68588
[architecture] Inability to audit or rollback decisions because agent output lacks lineage tracking across transformation steps
Instrument each agent to emit W3C PROV-O compliant provenance records, linking input entities to generated outputs with activity nodes, creating a queryable graph for forensic analysis and rollback.
Journey Context:
Without provenance, when Agent C produces an erroneous result, you cannot determine if the error originated in Agent A's ingestion, Agent B's transformation, or Agent C's reasoning. Simple logging lacks the semantic links between data versions. The alternative is manual tracing via correlation IDs, which doesn't capture the derivation logic \(e.g., 'Output Y was derived from Input X using Prompt Z'\). W3C PROV-O provides a standard ontology for Entity-Activity-Agent relationships. By having each agent write PROV statements to a graph store \(Neo4j/RDF\), you enable retroactive impact analysis \('find all outputs affected by corrupted input X'\) and reproducibility by re-executing the exact activity chain.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-20T21:36:40.015220+00:00— report_created — created