CI/CD, automation, reliability, and release engineering.
A practical way to define SLOs and error budgets, connect them to release decisions, and avoid reliability debates without data.
A practical pattern for monorepo CI with path filters, matrix builds, caching, and deployment guards that keep feedback fast as teams scale.
A production-focused guide to Azure DevOps: standardized YAML templates, secure service connections, rollout safety, and measurable delivery reliability.
Practical game day scenarios for CI/CD: broken rollbacks, permission issues, and slow feedback loops—and how we fixed them.
Understand Kubernetes networking: ClusterIP, NodePort, LoadBalancer, Ingress, and policy.
K8s Secrets are barely encrypted. We moved every secret to Vault with the Vault Agent injector and never went back. The setup checklist.
