forge-kubernetes

To harden Kubernetes deployments for production traffic, you must enforce explicit image immutability by avoiding :latest tags, set required resource requests with memory limits, configure readiness probes, and apply a non-root, read-only securityContext to prevent common default-related failures.

Kubernetes production outages are frequently caused by insecure defaults such as unpinned images, missing resource limits, absent readiness probes, and lacking securityContext hardening, which leave deployments fragile under real traffic and failure modes.

Generating production-safe Kubernetes manifests with NetworkPolicy isolation involves authoring least-privilege networking rules alongside Deployment, Service, and PodDisruptionBudget templates that enforce graceful shutdown and safe rollout strategies.

Yes, you can audit existing StatefulSets and DaemonSets for missing resource limits, unpinned images, and absent securityContext configurations to identify and remediate security gaps before they cause production failures.

Kubernetes deployment hardening requires PodDisruptionBudget and readiness probes to ensure safe rollouts and maintain availability during node drains, preventing traffic from routing to unprepared or terminating pods.

The best way to handle secrets in production Kubernetes manifests is by referencing them via Secret references rather than embedding sensitive data directly, ensuring secure configuration across environments and rollouts.