EVALS & OBSERVABILITY • 244 / 397
Measure whether the AI is good and trace where it fails.
LLM-as-a-Judge
LLM-as-a-judge uses a model to score or compare other AI outputs according to criteria.
Think of it like
Think of LLM-as-a-Judge like testing and telemetry for any production service: quality must be measured, not guessed.
Real life
Teams use LLM-as-a-Judge to decide whether a new release is safer, faster or more useful.
SRE lens
Useful at scale but should be calibrated against human judgment.
Remember thisLLM-as-a-judge uses a model to score or compare other AI outputs according to criteria.