[octacat]

Bad reddit comment though, try pair programming with it. Reasoning usually comments on your request, extends it, figures out which solution is the best and usable, backtracks if finds issues implementing it, proposes a new solution and verifies that it kinda makes sense.

The result after that could actually look different though for usual questions (i.e. summarised in a way chatgpt answers on questions would look like). But it is usually very coherent with the code part, so if for example it has to choose from two libraries - it will use the one from the reasoning part, of course.