Pattern #1: From Producer to Manager – AI Native Dev

April 11, 2025

Silhouetted figure in a futuristic control room with neon pink and blue lights, overlaid with the text: 'Pattern #1: From Producer to Manager

AI produces the code, you review it

It all started with simple code autocompletion in our IDEs. But the real question became: is it suggesting the right code? As developers, we still had to verify everything the AI generated. Fast forward a few years, and we now have chat interfaces suggesting full code snippets. Of course, we still need to review them before pasting anything into our code window.

Chat became multiline suggestions, a single file became multiple files, all the way to the complete scaffolding of applications. The trend is clear: the more is generated by AI, the bigger the pull requests become. The time saved on generating the code now moved towards time reviewing the code, similar to reviewing a colleague’s code. 

Source: Pattern #1: From Producer to Manager – AI Native Dev

Patrick Debois has series of articles detailing some emerging patterns in AI Native Development.