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LLM Search, UI/UX challenges, Context Engineering and the 80/20 of Eval

MLOps.community

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Run Evals Early With Synthetic Data

  • Start evals before launch using synthetic queries, team playtesting, or LLM-generated personas.
  • Create a small dataset of 20–100 scenarios to find major failures early and iterate fast.
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