An interesting pattern working with AI is: AI likes clarity and clear naming.
If your codebase is well organized and consistently named, it's much easier for the AI to follow those patterns.
A similar thing happens in effective organizations. If your ways of working are well organized and consistently named, it's much easier and faster for humans to get work done.
-> And to bring that thought all the way around, if your organization is well organized in this way, it will be much easier to leverage AI in it.
-> Introducing AI can help force clarity and simplicity in your organization?
AI wants clarity.
# Dec 20, 2025