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DevOps.
DevOps and platform guides: Kubernetes, CI/CD, Helm, service meshes, observability, and zero-downtime deployments.
ArgoCD for ML Model Deployments: Production GitOps Patterns
Deploy ML models with ArgoCD GitOps: declarative manifests, MLflow registry sync, Kustomize overlays, Argo Rollouts canaries, and automated rollbacks.
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Crossplane for AI Infrastructure: Kubernetes-Native IaC for
Learn crossplane for ai infrastructure through concrete architecture trade-offs, failure modes, rollout controls, and production measurement practices.
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eBPF for AI Observability: Kernel-Level Tracing for ML
Learn ebpf for ai observability through concrete architecture trade-offs, failure modes, rollout controls, and production measurement practices.
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Internal Developer Platform for AI Teams
Internal Developer Platform for AI Teams guidance for engineers: compare architecture choices, avoid failure modes, and ship a measurable, reliable.
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GitHub Actions vs GitLab CI: Comparison for Production
Learn github actions vs gitlab ci through concrete architecture trade-offs, failure modes, rollout controls, and production measurement practices.
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Helm Charts from Scratch: No Fluff, Production Guide
Learn helm charts from scratch through concrete architecture trade-offs, failure modes, rollout controls, and production measurement practices.
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Service Mesh: Do You Actually Need Istio in ?
Service Mesh guidance for engineers: compare architecture choices, avoid failure modes, and ship a measurable, reliable production implementation.
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Zero Downtime Deployments: Practical Production Guide
Learn zero downtime deployments through concrete architecture trade-offs, failure modes, rollout controls, and production measurement practices.
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