Migrating Legacy Automation: Lessons from 20,000 Endpoint Transitions
A practical guide to moving from legacy tools like BigFix to Ansible at enterprise scale, with minimal disruption.
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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.
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One in-depth piece live now, with more on the way. No fluff — lessons from real migrations and platforms.
A practical guide to moving from legacy tools like BigFix to Ansible at enterprise scale, with minimal disruption.
Deploying and operating AWX on Kubernetes with the AWX Operator and GitOps — secrets, backups, and high availability.
Integrating HashiCorp Vault with Ansible and CI/CD — dynamic credentials, rotation, and audit logging for compliance.
Patterns for Ansible roles that stay testable, reusable, and maintainable — with Molecule testing and CI integration.