Learning Objectives & Key Takeaways
0 / 4 Completed- Understand Kubernetes & Docker core architecture and runtime execution model
- Audit real-world latency, throughput benchmarks, and memory footprint
- Implement zero-downtime deployment patterns with resilience guards
- Verify code snippets and architect blueprints against production SLOs
- Multi-stage builds separate compilers and package managers from the artifact that actually ships to production.
- Distroless or scratch final stages remove shells and package managers, shrinking attack surface, not just image size.
- COPY --from=<stage> only transfers what you explicitly name, so runtime dependencies must be copied deliberately.
- Kubernetes securityContext settings like readOnlyRootFilesystem and dropped capabilities complete what the image alone cannot enforce.
- A smaller image is not an unscanned image; Docker Scout and CI-based validation remain mandatory.
The Pager Went Off Because of a Shell Nobody Used
Our security team ran a routine scan against the production image for our internal billing API and flagged forty-one CVEs, several rated critical, all living inside a shell and a package manager that no running process ever touched.
The image was built with a single FROM node:18 statement, copied the entire repository including devDependencies, test fixtures, and a stray .env.example file, and weighed in at 1.2 gigabytes.
- Why Multi-Stage Builds Exist
- Rebuilding the Billing API the Right Way
- When Scratch Beats Even Distroless
- The Image Is Only Half the Job
- Scanning and Signing Are Not Optional Extras
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