I code at a kindergarten level so its been useful for me when I’m trying to get an idea to just work. I tell it what I was trying to do and give it my code and then I ask it to fix then explain what went wrong. Works pretty well in qwen 3.8 27b on my GPU in zed. But I’m not making huge apps or public code just dumb scripts for me. So ive found ive actually gotten better this past year. Its all in how you use it.