Parent/child first. Evidence emission second. Ansible control plane third.
Every release was a manual evidence collection exercise. The pipeline was the bottleneck.
This is a redacted write-up of a real engagement: rebuilding a healthcare SaaS company's CI/CD pipeline across a fleet of Linux hosts on AWS.
The context
The engineering team had grown faster than the pipeline architecture had evolved. What started as a single-stage GitLab job for a small team had been extended, patched, and worked around as the team scaled past the patterns the original pipeline was built for.






