Defect Scenarios

Understand how small, plausible configuration mistakes in Kubernetes lead to outages. Learn about latent faults, trigger events, and failure amplification.

Learn how common Kubernetes and container misconfigurations, like mutable image tags and premature liveness probes, lead to outages.

Learn why using the :latest image tag in production leads to non-deterministic code and silent image drift, and how to prevent it.

Learn best practices for preventing platform defects by converting incident lessons into machine-enforced rules, including image pinning and resource sizing.

A single-page roundup of every highlight bullet from the 6 pages in the Defect Scenarios section, grouped by source page so you can scan all 35 takeaways without opening each article individually.