We’re not „thinking with portals” about these things enough yet. Typically we’d want a detailed spec beforehand, as coding is expensive and time consuming, thus we want to make sure we’re coding the right thing. With AI though, coding is cheap. So let AI skip the spec and write the code badly. Then have it review the solution, build understanding, design a spec for better solution and have it write it again. Rinse and repeat as many times you need.

It’s also nothing new, as it’s basically Joe Armstrong's programming method. It’s just not prohibitively expensive for the first time in history.