Speed was never the villain
AI delivery becomes dangerous when teams confuse producing more code with understanding the system they are creating.
Know what is real
Operational clarity
Making repositories, environments, deployments, ownership and evidence understandable enough to operate confidently.
A practical audit for AI-built software
A proportionate checklist for understanding an AI-assisted application before adding more features or trusting it with important work.
practical
The repository is not the system
Source code is only one slice of operational reality, and treating it as the whole system creates dangerous blind spots.