· 6 days ago· Dev.to
Evaluating LLM Output Quality: A Programmatic Approach
Shipping a language model integration without automated evaluation is flying blind. Manual review does not scale, and eyeballing a handful of outputs in staging misses the regressions that appear after model version bumps or prompt rewrites. This article walks through a practical, layered evaluation
#cloud-computing#llm#automated-evaluation#language-models#output-quality