The Agentic Shift.

Building the zero-marginal-cost workforce.

The “Chatbot Era” was a toy.

The novelty of asking an AI to write a poem has worn off.

We are entering the Age of Agents.

Most businesses are stuck using AI to ask questions or generate text. The winners are using AI to execute tasks. This newsletter is not about “chatting” with data. It is about building software that has hands.

It is the blueprint for the next generation of leverage: scaling operations without scaling headcount.

About the Author

I am an AI Specialist at AWS.

I spend my days inside the engine room of the AI revolution, working directly with companies trying to solve real problems. I see what works, what breaks, and what is just marketing hype.

Most people only see the press releases. I see the architecture.

I write this newsletter to document the reality of building agentic workflows on the world’s largest cloud. No Fluff. No theory. Just what builds leverage.

Note: My views are my own.