Insights

Field notes from enterprise automation.

Practical articles from 15+ years across the UN System, IBM, and Kyndryl — infrastructure automation, DevSecOps, and cloud-native operations, written for teams who run real systems.

Latest & upcoming

Articles

One in-depth piece live now, with more on the way. No fluff — lessons from real migrations and platforms.

Kubernetes·Coming soon

AWX on Kubernetes: Production-Ready Deployment with GitOps

Deploying and operating AWX on Kubernetes with the AWX Operator and GitOps — secrets, backups, and high availability.

  • AWX
  • Kubernetes
  • GitOps
DevSecOps·Coming soon

Secrets Management for Automation: Vault Integration Patterns

Integrating HashiCorp Vault with Ansible and CI/CD — dynamic credentials, rotation, and audit logging for compliance.

  • Vault
  • Security
  • Ansible
Best Practices·Coming soon

Building Maintainable Ansible Content: Role Design Patterns

Patterns for Ansible roles that stay testable, reusable, and maintainable — with Molecule testing and CI integration.

  • Ansible
  • Molecule
  • Testing