Kubai Kevin

2 articles tagged Llmevaluationmetrics

LLM output metrics that actually move the needle

A layered approach to measuring LLM output quality in production: structured validation, p95 latency, cost per request, and retention signals.

10 min read · 26 June 2026

LLM evals: skip the hype, track these 4 metrics

A practical guide to production LLM evaluation: four metric classes, code for deterministic validators, and how to detect prompt drift and scorer decay.

11 min read · 22 June 2026