
The 5 Levels of Agentic Engineering
A CTO’s framework for going from vibe coding to world-class.
Dotfile CTO James Trunk shares his 5-level framework for agentic engineering from vibe coding to specification engineering, and how to stay valuable as AI reshapes software teams, hiring, and productivity.





































