🎯 Why I Started Experimenting with This

While building ResuMatch AI, I ran into a problem I didn’t expect:

AI could generate code extremely fast… but it could also confidently generate the wrong implementation.

At first, I was treating AI like an autopilot.. blindly accepting all the changes ..

Eventually I realized something important:

If I couldn’t clearly define the expected behavior first, I couldn’t properly review the AI’s output either.

That pushed me into learning Test-Driven Development (TDD) more seriously while building actual features in my project.

This article isn’t a guide on “the best way” to build AI systems.…