Back to blog

Artificial Intelligence2026-06-08CanvasDevs Team

LLM Evals You Can Show a Client

Golden sets, regression dashboards, and how we stop prompt tweaks from silently breaking last month’s wins.

If it is not measured, it is a vibe

Prompt changes feel like progress until support volume ticks up. We keep a golden set in git and run it on every prompt PR.

Clients get a simple dashboard: accuracy vs. the set, refusal rate, and latency. That is enough to decide whether a model swap is worth it.