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by have-a-break
357 days ago
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Honestly at work LLMs seemed to make me less productive. For side projects they help but I've seen papers indicating this is the case for industry. We as engineers have let the recruiters and VC funding brainwash us into lower salaries. Kind of looking forward to a rebound. |
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That said, once the project goes beyond a certain threshold, LLMs offer little more than a highly capable autocomplete. In larger codebases, the current context window is too small for the tools to even answer questions properly, let alone make any non-trivial changes.
Productivity starts going down once you try to use LLMs in a large codebase and expect them to be as helpful as they were in a smaller one. Often, these authoritative little shits will whirl you around in a doom loop and still won’t find any useful solution. And suddenly you find yourself having to clean up the mess.
I’d still say the productivity benefit is positive, but at the same time, the hype around these is bonkers. Employers are holding onto the hype cycle to bring down wages through FUD.