Seven-level agentic engineering framework for AI transformation

The author outlines a seven-level framework for agentic software engineering, moving from basic code generation to fully autonomous, multiplayer cloud factories. The article argues that the key to scaling AI transformation within an organization is to identify what tasks humans are still performing by hand and systematically eliminate them. Rather than relying on top-down mandates, the author suggests shipping real work with agents to uncover and break down systemic friction, such as infrastructure and policy limitations. Open article →