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Replace aggregate network health stats with a full 6-tier Clos topology (ToR → T1 → T2 → T3 → T4 → T5) where every switch is an individually tracked entity with uplinks, repair pipelines, and failure cascades. Key mechanics: - Bottleneck bandwidth model (min along path) affects FLOPS and satisfaction - Rackdown on full disconnect → racks re-enter testing pipeline on recovery - Binomial failure sampling per tier, dirty-flag cascade optimization - Flat switch registry for performance at scale - Three new research nodes: network-redundancy, fast-repair, hot-standby Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>