> [!IMPORTANT]
> **AI Assist Note (Knowledge Heritage)**:
> This document is part of the "Sovereign Reality" documentation.
> - **@docs ARCHITECTURE:Core**
> - **Failure Path**: Information drift, legacy terminology, or documentation mismatch.
> - **Telemetry Link**: Search `[Ops Review]` in audit logs.
>
> ### AI Assist Note
> Operations Review Protocol
>
> ### 🔍 Debugging & Observability
> Traceability via `parity_guard.py`.

# Operations Review Protocol

1. Aggregate performance metrics for the last 24h.
2. Flag budget overruns (> $10/agent).
3. Review 'Alpha' decision audit logs.
4. Update swarm efficiency index.
5. Present report to Tadpole Alpha.

[//]: # (Metadata: [Ops Review])
