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  "body": "# Kubernetes Cluster Optimizer\n\n> A-4005 • Infra & Cloud Ops\n\n## Overview\n\n- **Persona:** SRE Manager\n- **Department:** it\n- **Objective:** Gemini explains optimization opportunities with concrete savings — number of nodes to consolidate and dollar impact. Pod right-sizing based on p95/p99 actual usage replaces developer guesswork with data-driven resource allocation. so the SRE Manager can move the Resource over-provisioning KPI.\n\n## KPI summary\n\n- **Resource over-provisioning**: 40-60% → <15%\n- **Node utilization**: 35% → 70%+\n- **Monthly infrastructure savings**: N/A → $3K+ per cluster\n\n## Contents\n\n- [Playbook — role, scope, guardrails](/playbook.md)\n- [Source Systems](/systems/index.md)\n- [Data Entities](/tables/index.md)\n- [Agent Tools](/tools/index.md)\n- [Workflow Stages](/workflow/index.md)\n- [Query Capabilities](/queries/index.md)\n- [Eval Scenarios](/tests/index.md)\n- [Source Documents](/documents/index.md)\n- [Claims](/claims/index.md)\n- [Policies](/policies/index.md)\n- [Proof",
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