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Enterprise Observability

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Last updated Apr 7, 2026

Make the aictrl agent harness fully observable for enterprise security, compliance, and operational monitoring. Surface internal bus events to NDJSON, add security-critical tracking, build structured audit logging, and implement threat/anomaly signals.

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