Freek.dev

Laravel / PHP / AI

Evals in Laravel: How to Prove Your AI Output Is Actually Good

– mujahidabbas.dev - submitted by Muhammad Mujahid Abbas

ai best practices laravel testing

Your Agent::fake() tests prove your Laravel AI feature runs — not that its output is any good. This evals a real ticket classifier with the AI SDK: a golden dataset for the fields you can check, an LLM-as-judge for the free text you can't, and a regression gate that catches a bad prompt before your customers do.

Read more [mujahidabbas.dev]

Share Post LinkedIn | Follow @freekmurze

Join 9,500+ smart developers

Get my monthly newsletter with what I learn from running Spatie, building Oh Dear, and maintaining 300+ open source packages. Practical takes on Laravel, PHP, and AI that you can actually use.

No spam. Unsubscribe anytime. You can also follow me on X.

Found something interesting to share? Submit a link to the community section.