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Plan cluster capacity with real bin-packing — pods per node, node count, monthly cost, and packing efficiency — plus a CPU/memory unit converter (millicores, Mi, Gi).
A syntax-highlighted editor with live validation and a mock chart, a cost/cardinality analyzer, one-click optimize, and export to alert rules, K8s PrometheusRule, SLO multi-burn-rate alerts, Grafana dashboards, and Terraform.
~20 hadolint-style rules with a security grade, and a multi-stage, non-root, cache-optimized Dockerfile generator for Node, Python, Go, Java, and static sites — with a matching .dockerignore.
Security context presets, ServiceAccount / PodDisruptionBudget / NetworkPolicy, StatefulSet mode, a production-readiness score, and Kustomize / Helm packaging.
Content reads are now cached with tag-based invalidation, database indexes match the real query filters, and every page has a graceful loading and error state with background error reporting.
Every page now generates a branded social image, and questions, tutorials, and tools ship structured data (FAQ, Course, SoftwareApplication, breadcrumbs) for rich search results.