

When I use it, I use it to create single functions that have known inputs and outputs.
If absolutely needed, I use it to refactor old shitty scripts that need to look better and be used by someone else.
I always do a line-by-line analysis of what the AI is suggesting.
Any time I have leveraged AI to build out a full script with all desired functions all at once, I end up deleting most of the generated code. Context and “reasoning” can actually ruin the result I am trying to achieve. (Some models just love to add command line switch handling for no reason. That can fundamental change how an app is structured and not always desired.)






Yep. If there is any company that knows what it takes to drive inefficiencies, it’s Atlassian. (Fuck them and their software.)