Even so, AI will propose different things at different times and you still need an experienced developer to make the call. In the end it replaces documentation and typing.
Effects of Gen AI on High Skilled Work: Experiments with Software Developers
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Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#12A 26% productivity increase sounds inline with in my experience. I think one dimension they should explore is whether you're working with a new technology or one that you're already familiar with. AI helps me much more with languages/frameworks that I'm trying to learn.
Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#13A 26% productivity increase sounds inline with in my experience. I think one dimension they should explore is whether you're working with a new technology or one that you're already familiar with. AI helps me much more with languages/frameworks that I'm trying to learn.
That might be. It might also be a consequence of how flexible people at different stages in their career are. I have seen mostly senior programmers argue why ai tools don't work. Juniors just use them without prejudice.
Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#14A 26% productivity increase sounds inline with in my experience. I think one dimension they should explore is whether you're working with a new technology or one that you're already familiar with. AI helps me much more with languages/frameworks that I'm trying to learn.
Same impression here. I've been using Cursor for around 10 days on a massive Ruby on Rails project (a stack I've been coding in for +13 years). I didn't enjoy any productivity boost on top of what GitHub Copilot already gave me (which I'd estimate around the 25% mark). However, for crafting a new project from scratch (empty folder) in, say, Node.js, it's uncanny; I can get an API serving requests from a OpenAPI schem…
Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#15A 26% productivity increase sounds inline with in my experience. I think one dimension they should explore is whether you're working with a new technology or one that you're already familiar with. AI helps me much more with languages/frameworks that I'm trying to learn.
That might be. It might also be a consequence of how flexible people at different stages in their career are. I have seen mostly senior programmers argue why ai tools don't work. Juniors just use them without prejudice.
Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#16A 26% productivity increase sounds inline with in my experience. I think one dimension they should explore is whether you're working with a new technology or one that you're already familiar with. AI helps me much more with languages/frameworks that I'm trying to learn.
Same impression here. I've been using Cursor for around 10 days on a massive Ruby on Rails project (a stack I've been coding in for +13 years). I didn't enjoy any productivity boost on top of what GitHub Copilot already gave me (which I'd estimate around the 25% mark). However, for crafting a new project from scratch (empty folder) in, say, Node.js, it's uncanny; I can get an API serving requests from a OpenAPI schem…
Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#17I've already fixed a couple of tests like this, where people clearly used AI and didn't think about it, when in reality it was testing something wrong.
Not to mention the rest of the technical debt added... looking at productivity in software development by amount of tasks is so wrong.
Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#18A 26% productivity increase sounds inline with in my experience. I think one dimension they should explore is whether you're working with a new technology or one that you're already familiar with. AI helps me much more with languages/frameworks that I'm trying to learn.
That might be. It might also be a consequence of how flexible people at different stages in their career are. I have seen mostly senior programmers argue why ai tools don't work. Juniors just use them without prejudice.
It certainly has its uses - it's awesome at mocking and filling in the boilerplate unit tests.
Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#19Would love to see it replicated by researchers at a company that does not have a clear financial interest in the outcome (the corresponding author here was working at Microsoft Research during the study period).
> Before moving on, we discuss an additional experiment run at Accenture that was abandoned due to a large layoff affecting 42% of participants
Eek
Re: Effects of Gen AI on High Skilled Work: Experiments with Software Developers
#20I wonder if the study includes the technical debt that more experienced developers had to tackle after the less experienced devs have contributed their AI-driven efforts. Because my personal experience has involved a lot of that in one of the companies listed in the study. Also, I've personally seen more interest in AI in devs that have little interest in technology, but a big interest in delivering. PMs love them th…