Mike Fischer has an engineering organization maturity model where the base layer is have secure and quick deployments via CI/CD. Observability and telemetry come next in order to understand how changes impact customers. Experimentation is used to improve things. Finally, product development to “ideate, design, test, deploy, analyze and support product features”1.

1. Fisher, M. Engineering Maturity Model. Fish Food for Thought (2023).