Understanding Network Automation Levels

At the associate level, individuals are introduced to operational aspects such as modularizing code, CI/CD pipelines, and GitOps. Professional level adds design considerations where individuals must be able to structure code, avoid repetition, and manage data efficiently. At the expert/architect level, a broader architectural thinking is required, focusing on module integration, reusability, database selection, and trade-offs.