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DevOps engineers and anyone using Kubernetes - how are you connecting your agents to your production clusters?

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Jul 22, 2026
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DevOps engineers and anyone using Kubernetes - how are you connecting your agents to your production clusters?

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            Daria Dovzhikova
            
          
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                  <span class="crayons-link crayons-subtitle-2 mt-5">Daria Dovzhikova</span>
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      <a href="https://dev.to/dovzhikova/we-benchmarked-an-ai-agent-on-52-broken-clusters-kubectl-vs-a-kubernetes-mcp-server-2843" class="crayons-story__tertiary fs-xs"><time>Jul 21</time><span class="time-ago-indicator-initial-placeholder"></span></a>
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      We benchmarked an AI agent on 52 broken clusters: kubectl vs a Kubernetes MCP server
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        <a class="crayons-tag  crayons-tag--monochrome " href="/t/kubernetes"><span class="crayons-tag__prefix">#</span>kubernetes</a>
        <a class="crayons-tag  crayons-tag--monochrome " href="/t/ai"><span class="crayons-tag__prefix">#</span>ai</a>
        <a class="crayons-tag  crayons-tag--monochrome " href="/t/mcp"><span class="crayons-tag__prefix">#</span>mcp</a>
        <a class="crayons-tag  crayons-tag--monochrome " href="/t/devops"><span class="crayons-tag__prefix">#</span>devops</a>
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Written by Adil Sher

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