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Surface: Resilience Thread

Context
Outage resilience and fallback logistics scrutiny.

surface api dataflow api open dataflow canvas return dossier

Trace Dataflow

Inputs

Outage forecast
Fallback route map

Transforms

Failure mode replay

Outputs

Fallback reinforcement actions

Observability

Failure containment score