Nour Eddine

The journey of building Reflexio started from a painful lesson Yi and I learned firsthand.

At our previous company, we worked on the personalization service and memory infrastructure powering AI agents at very large scale, and saw how hard it is to make agents actually learn from experience. It wasn t just about storing user facts. Teams spent huge amounts of time reviewing production conversations: where agents failed, where users corrected them, which tools were called incorrectly, and how those lessons could be turned into better behavior through metrics, evaluations, and experiments.

Still processing yesterday!

@Articos launched on Product Hunt and ended the day at #3 with 350+ upvotes.

Some context on the day: We launched alongside well-backed products @Monid @Claude by Anthropic Fable 5.1, @OpenClaw, and several from YC portfolios. Landing at #3 as a bootstrapped team was more than we expected going in.

At Product Hunt, we re on a mission to help builders find users and help users find the best new products.

We ve been at it for over a decade, and we ve accumulated a ton of data, but we ve rarely shared it with the outside world. Until now.