operator-pattern

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gusitllc / declarative-ai-persona-crd-cognitive-queue-autoscaling

A Kubernetes control-plane pattern that models an AI persona's cognitive lifecycle — including a Dreaming consolidation phase and daily token budgets — as reconciled CRD status, and autoscales gateway replicas on pending cognitive-queue depth rather

kubernetes autoscaling ai-agents prior-art operator-pattern defensive-publication

Updated Jul 4, 2026
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