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⚡Lightning Talk: How I Built My Laptop Into an MCP Server To Create Secure Cloud Native Infrastructure

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A laptop runs a local MCP server.py that accepts plain‑language requests and returns vetted Kubernetes YAML: Deployments, Services, probes, required labels, CPU/memory requests and limits, and security context (runAsNonRoot, readOnlyRootFilesystem, allowPrivilegeEscalation: false). Implementation uses Pydantic, a K8s manifest generator module, STDIO protocol and integrates with GitHub Copilot chat; it does not kubectl apply but produces reviewable output, reduces review effort by about 40% and cluster drift by about 30%.

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