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Joined 2 years ago
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Cake day: June 10th, 2023

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  • Our ERP system that is used for Vacation entry doesn’t have that, it wants start date, end date, hours, and vacation type code. We have a small number of employees who work on stat holidays, so defaulting to all users needing that wouldn’t even work.

    The LLM fix is cheap as shit compared to buying an entirely new system. It costs less than half a cent per submission. The power use for a single query is nothing, and this request isn’t some crazy agentic thing that’s using a million tokens or anything, more like 500-1000 tokens combined input and output.


  • Normally I’d agree, and we used some of that in the original form (like maximum hours, checking for negative submissions, etc.) but requests don’t always follow simple logic and more complex logic just led to failures every time a user did something other than take a standard full day off.

    Some employees work 7 hours, while others are 7.5, some have flex days and hours that change that, sometimes requests are only for part days, sometimes they may use multiple leave types to cover one off period.

    I spent a few hours writing and testing the prompt against previous submissions to fine tune it.

    So far it’s detected every submission error in the two weeks it’s been running, with only one false positive.


  • I just implemented an LLM in a vacation request process precisely because the employees are stupid as fuck.

    We were getting like 10% of requests coming in with the wrong number of hours requested because people can’t fucking count properly, or understand that you do not need to use vacation hours for statutory holidays. This is despite the form having a calculator and also showing in bright red any stat holidays inside the dates of the request.

    Now the LLM checks if the dates, hours, and note from the employee add up to something reasonable. If not it goes to a human to review. We just had a human reviewing every single request before this, because it was causing so many issues, an hour or two each week.



  • Fuck me that price… I know it’s a great company, but the framework-premium is like $1000-1500 on that hardware

    AMD 370 w/ the 5070, 2TB drive and 64GB of ram is like $5000 CDN

    You can get a similar specs from Lenovo or Asus for under $3500

    I’d still like to get one, but… I can’t justify that. It’s literally $1000 for just the Nvidia 5070 graphics module, and it’s still only 8gb of VRAM. That’s more expensive than a desktop 5070($800ish) with 12GB of VRAM and you can get a desktop 5070ti for only $1100 which has 16gb of VRAM.

    I really like framework, but I can’t put that much money extra towards one or it’s literally going to be coming out of my food budget.

    I’m due for an upgrade to my 3060 laptop, but… I just can’t do it.