Luis Roberts

Luis Roberts

Software Architect

Forums

AI Systems Age Faster Than We Expect

Here s something that surprised us.

AI systems don t just run, they age.

Red Pill or Blue Pill: Who Should Own Your AI's Memory?

Most AI platforms treat memory like a walled garden.

What you tell ChatGPT stays in ChatGPT. What Claude learns about you stays in Claude.

People frame this as a "memory" problem. We don't think it is. It's an interoperability problem.

Throughout building our universal memory layer, this is the pattern we kept seeing:

Hanzlah Malik

26d ago

Building AI that doesn’t guess: Meet Barie

Hi Product Hunt community!

I m part of the team behind Barie.ai and we re about to launch soon.

We built Barie to be a general AI agent focused on real-world reliability. While most AI tools are designed to generate fast answers, Barie is built with one simple rule: if it can t verify something, it doesn t guess.

Barie specializes in deep research, source-backed outputs, and multi-step execution, designed to connect directly with the tools people already use. It s AI you can trust to perform tasks, not just make suggestions.

Cursorp/cursorfmerian

29d ago

Reverse-engineering Cursor's recent Product Hunt launches

Last month, Cursor launched for the fifth time on Product Hunt in 2025.

The 2024 Product of the Year [1] still hits the charts. They have launched web and mobile agents, a visual editor, and 2.0, consistently ranking in the Top 5 Products of the Day.