In my experience using LLMs like CoPilot: Web server work in Go, Python, and front end work in JavaScript - it's pretty good. Only when I try to do something t

In my experience using LLMs like CoPilot: Web server work in Go, Python, and front end work in JavaScript - it's pretty good. Only when I try to do something truly application specific that it starts to get tripped up. Multi threading python work - not bad, but occasionally makes some mistakes in understanding scope or appropriate safe memory access, which can be show stopping. Deep learning, computer vision work - it gets some common pytorch patterns down pat, and basic computer vision work that you'd typically find tutorials for but struggles on any unique task. Reinforcement learning for simulated robotics environments - it really struggles to keep up. ROS2 - fantastic for most of the framework code for robotics projects, really great and recommended for someone getting used to ROS. C++ work - REALLY struggles with anything beyond basic stuff. I was working with threading the other day and turned it off as all of its suggestions would never compile let alone do anything sensible.