Kinda funny but I think LLM-assisted workflows are frequently slow -- that is, if I use the "refactor" features in my IDE it is done in a second, if I ask the faster kind of assistant it comes back in 30 seconds, if I ask the "agentic" kind of assistant it comes back in 15 minutes.
I asked an agent to write an http endpoint at the end of the work day when I had just 30 min left -- my first thought was "it took 10 minutes to do what would have taken a day", but then I thought, "maybe it was 20 minutes for 4 hours worth of work". The next day I looked at it and found the logic was convoluted, it tried to write good error handling but didn't succeed. I went back and forth and ultimately wound up recoding a lot of stuff manually. In 5 hours I had it done for real, certainly with a better test suite than I would have written on my own and probably better error handling.
I asked an agent to write an http endpoint at the end of the work day when I had just 30 min left -- my first thought was "it took 10 minutes to do what would have taken a day", but then I thought, "maybe it was 20 minutes for 4 hours worth of work". The next day I looked at it and found the logic was convoluted, it tried to write good error handling but didn't succeed. I went back and forth and ultimately wound up recoding a lot of stuff manually. In 5 hours I had it done for real, certainly with a better test suite than I would have written on my own and probably better error handling.
See https://www.reddit.com/r/programming/comments/1lxh8ip/study_...