Observe multi-agent system behavior

Observe and analyze agent behavior patterns

Monitoring multi-agent workflows for drift or unexpected behavior changes

• · agent logs or transcripts
• · behavior pattern queries

• · Analysis of agent decision patterns
• · anomalies detected
• · recommendations

Agent execution logs available; behavior analysis framework defined

• · Observations too high-level without evidence
• · False anomaly detection

• · Behavioral framework documented