Design and automate safe API canary deployments with traffic shaping, metrics, rollback, and real-world configs for gateways, meshes, and CI/CD.
A practical guide to blue‑green deployment for APIs: traffic switching, database changes, observability, rollback, and Kubernetes/gateway examples.
Copy Fail (CVE-2026-31431) gives local root on most Linux since 2017. CISA flags active exploitation. Patches and mitigations: what teams must do now.
Design robust REST API health check endpoints: liveness vs readiness, payload schema, dependencies, security, caching, and production-ready examples.
Practical, end-to-end guide to deploying open-source LLMs—from model choice and hardware sizing to serving, RAG, safety, and production ops.
A practical guide to API gateway design patterns: when to use them, trade-offs, and reference configs for secure, scalable microservices and edge APIs.
