The monitoring and evaluation piece is underrated. In my experience the hardest part isn't building the initial LLM pipeline, it's knowing when the thing quietly broke. Domain expertise matters a lot there because you need to design evals that actually catch the failure modes that matter for your specific data distribution.
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The monitoring and evaluation piece is underrated. In my experience the hardest part isn't building the initial LLM pipeline, it's knowing when the thing quietly broke. Domain expertise matters a lot there because you need to design evals that actually catch the failure modes that matter for your specific data distribution.