For years, my passion was automation. I spent hundreds of hours wiring up systems in make.com and n8n to eliminate the monotonous work that plagues every marketing agency. But my "aha" moment with AI wasn't when I first used it to write a blog post.

It was when I realized I could automate the AI itself. The shift from using AI as a prompt-based tool to building autonomous, agentic systems that wor