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kartikchoudhary

I've been thinking about this while looking at different Genie use cases.It seems like the hardest part of implementing Genie isn't getting users to ask questions in natural language. It's making sure Genie understands what those questions actually m...

kartikchoudhary

One thing I'd evaluate before choosing between virtualization and replication is the ownership model.If Fabric and Databricks both need to operate on the same data, I'd look at four areas: authentication, governance/permissions, Delta feature compati...

kartikchoudhary

If you're approaching this specifically as a migration validation use case, I'd separate the agent into two layers: the validation tools and the agent reasoning layer.For example, expose controlled tools for querying Hive and Databricks, then have th...

kartikchoudhary

Nice work. I like that you're tracking both LLM costs and DBU usage rather than looking at just one side of the equation.A breakdown by Genie space or use case would be really interesting too — especially for figuring out which use cases are actually...

kartikchoudhary

This is an interesting way to look at it. I think we're moving from “can the model answer the question?” to “does the model actually understand the business context behind the question?”You can have a very capable model, but if the underlying definit...

kartikchoudhary

Interesting to see the shift from AI assistants that answer questions to agents that can actually complete tasks. For enterprise adoption, I’m curious how teams are thinking about measuring business impact here — is the focus more on reducing manual ...

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