AI engineering layers
Agent sprawl
Definition
When an organization creates AI agents faster than it can track their owners, purposes, permissions, costs, and results.
Visual example

Crowded kitchen = agent sprawl
The kitchen connection
Think of a kitchen filling with robot sous-chefs faster than the head chef can assign and supervise them.
The illustration connects the AI idea to something familiar. Follow the subject, the action, and the result to see how it works.
- 01 · Who or what
- Crowded kitchen = agent sprawl
- 02 · What happens
- Adds robots without a clear roster
- 03 · The result
- Makes ownership hard to track
Why it matters
It makes untracked agents, overlapping work, and unclear permissions easier to recognize. More agents are not automatically bad; the problem is losing control of them.