Replay and Alerting Risks

The main risks in Anveraq are operational trust risks rather than abstract crypto risks.

Where Anveraq can lose trust first

Anveraq loses trust when replay fidelity is weak, coverage gaps are hidden, or alert policies look sophisticated but fail the real review session.

Primary risks

Primary risks include replay drift under changing workloads, alert fatigue disguised as policy sophistication, schema and event-model churn, partial visibility presented as full certainty, observability tooling that fails during incidents, and governance that slows down correction.

Replay drift under real workload changes

Replay drift should be benchmarked against real incident histories, with divergence windows published and baseline libraries refreshed continuously.

Alert fatigue disguised as policy sophistication

The product should ship conservative defaults, force side-by-side policy review, and require explicit approval for aggressive policies.

Schema and event-model churn

Normalization updates should be treated as a first-class product and governance concern with visible versioning.

Partial visibility presented as full certainty

Coverage gaps should be exposed directly, and missing evidence should be noted in dossiers so operators can see when the picture is incomplete.

Monitoring the monitor

Core replay and policy services should stay isolated, and customer execution should remain outside the Anveraq path.

Governance that slows down correction

Governance scope should stay narrow, with temporary steward rollback available when shared templates create material operational harm.

Mitigation posture

Risk	Mitigation
Replay drift	benchmark against real incident histories, publish divergence windows, refresh baseline libraries continuously
Alert fatigue	ship conservative defaults, force side-by-side policy review, require explicit approval for aggressive policies
Schema churn	treat normalization updates as a first-class product and governance concern with visible versioning
Partial visibility	expose coverage gaps directly and note missing evidence in dossiers
Monitoring the monitor	isolate core replay and policy services and keep customer execution outside the Anveraq path
Governance drag	keep governance scope narrow and allow temporary steward rollback

Product principle

Anveraq should never imply certainty it cannot support. When visibility is partial or replay fidelity is weak, uncertainty should be surfaced directly to the operator.