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The binder re-checks what admission checked, and cozystack-api shows the remaining budget a later order is checked against; computing these in three places would let them disagree. The model is pure, so each caller builds a snapshot from its own cache. GPU budgets cap the whole subtree of the tenant that declares them, walked over the namespace ancestry and independent of the tenant quota pools. A raw GPU key blocks a class until the same tenant also declares a GPU key, and then caps devices and raw-name pods together. Pod usage follows the scheduler's arithmetic, sidecars included, so the binder never books a unit a raw-name pod holds. A node takes binds only when it is schedulable, Ready and carries no NoSchedule or NoExecute taint the pod does not tolerate; the unschedulable, not-ready and unreachable taints are left to the first two checks, and a taint never counts as a cordon. Gt and Lt tolerations do not count, since the scheduler ignores them where their feature gate is off. Template device names are derived from the VMI and shortened with a hash when the VMI name leaves no room, so they stay valid subdomains. Assisted-by: LLM Signed-off-by: Aleksei Sviridkin <f@lex.la>