Project Description

AI ENGINEERING · EVALUATIONS

Most AI demos work once and break in production. This is how to ship AI you can actually trust — using evaluations to measure quality, catch regressions, and prove a system works before it touches real users.

Practical AI evals built in n8n: the feedback loops that turn a flaky prototype into a production system you can stand behind.

What it shows

AI evaluations

Measure output quality instead of eyeballing a single demo.

Catch regressions

Know immediately when a prompt or model change makes things worse.

Production-grade AI

Ship systems you can defend, not just demo.

Technologies used

n8nLLM evaluationsAI engineeringObservability

Want something like this in your stack?

I build production automation and AI tailored to the tools your team already uses — on a layer you own. Let’s look at where it fits.