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Building Evaluation Pipelines for GenAI Systems

Community description: For engineers moving beyond simple prompts, the biggest challenge is not building the system, but...

Dev.to | Mar 10, 2026 | Shreekansha

Automated excerpt

A production-grade evaluation pipeline transforms subjective "vibes" into objective, reproducible metrics. The pipeline must support batching queries. Circular Logic: Using the same model to generate a response and judge that same response.

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