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HPC: Test Ansible Playbook With Molecule – From Manual Vagrant to Automated CI/CD

· 10 min read
Thanh-Giang Tan Nguyen
Founder at G Labs

Testing Ansible playbooks for HPC clusters is challenging. You can manually spin up VMs with Vagrant, but debugging issues across controller and worker nodes takes time. Instead, Molecule provides a repeatable, automated testing framework that validates your playbook configuration before deployment. This post shows how to transition from manual Vagrant testing to Molecule, and then integrate it into GitHub Actions CI/CD.