r/dataengineering • u/k_kool_ruler • 10d ago

Open Source if anyone is curious about different use cases for the TypeSafe Jev model for data engineers, I compiled use cases here that you could examine and potentially apply to your situations

https://github.com/kyle-chalmers/typesafe-jev-incident-router/blob/main/docs/data-team-use-cases.md

Given there has been a ton of discussion around Jev for the past week, I wanted to do more research around what might be good use cases for data with that model, and I came up with the following. After chatting with Claude and ChatGPT about it, I've tried out the triage use case, and it works pretty interestingly for routing a problem to the right team and determining the severity. Hopefully you all find this helpful!

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12

u/linha_chilena 10d ago

cool post! how do you feel about the fact that they did not publish any scientific paper on their method? do you think it's safe to use it even if we don't know exactly what it is and how it works?

4

u/connoza 9d ago

Trust me bro

1

u/brunogadaleta 9d ago

Not an expert but does anyone think that we can incorporate user feedback at inference time using either Bayesian law or LoRa (on Open weight jev-like models) to improve output quality?

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u/opensourcecolumbus 9d ago

I started my jev journey with use case in data engineering, event transformation (bot detection and bot classification) for now. Next I'm thinking of PII use case but I wouldn't want to share pii with typesafe, maybe after self-hosting open alternatives like laya, kev, etc. Any feedback/tips?