Playbooks are readable. Even our newer admins pick up YAML quickly, and can skim a play during a review without needing someone to walk them through it. The module ecosystem is huge - Cisco, AWS, VMWare, F5, and even some of the modules are out of the box. Automation controller gives us proper RBAC, Scheduling and visibility. We were able to retire a pile of cron jobs scattered across servers that nobody really owned.
May 14, 2026
1) High licensing costs : node-based enterprise licensing is expensive, making it a heavy financial commitment for large infrastructure footprints 2) Mandatory container K8S prerequisites : modern AAP versions requires Kubernetes, Openshift or a container runtime to deploy, adding significant infrastrucutre prerequisites 3) Steep initial learning curve : understanding execution environments, automation mesh, and containerized execution requires time and dedication before seeing full ROI
August 3, 2026