You Are Shipping More Code Than Anyone Is Reading
TL;DR: AI can increase software output much faster than it increases your ability to review, test, understand, and maintain what gets produced.
An employee who used to write a few hundred lines of code can now generate thousands. A junior developer can open several pull requests in a day. A nontechnical employee can produce an entire working application. That sounds like leverage, and sometimes it is. The catch is that the rest of the software lifecycle did not get ten times faster. Someone still has to understand what was built, test it, review dependencies, think about security, document decisions, and own the consequences when something fails. In a small business, that review capacity is usually scarce already. If software production grows faster than the company’s ability to understand it, unknowns start accumulating. Eventually the problem is not messy code. It is that nobody can say with confidence what the system is doing anymore.
Take our quiz to see whether AI has increased your development velocity faster than your organization can safely absorb it.
You Are Shipping More Code Than Anyone Is Reading
AI can increase software output much faster than it increases the ability to review, test, understand, and maintain what gets produced. This quiz checks whether development velocity has started to outrun the organization around it.
The result is a conversation starter. It is designed to identify where velocity may be creating unknowns that deserve a closer look.