Hey everyone, Edward here. We re launching Aident AI(Beta 2) in just a few hours!

While building this, we realized the hardest part of automation isn t the 'happy path' it s the messy, unpredictable real-world events. When an automation hits a vague goal, it usually breaks.

We ve shifted from 'UI design' to 'Instruction design' so our agent can actually interpret intent rather than just follow rigid lines on a graph.

I d love to know: For non-technical users, what s been the hardest part about turning a vague goal into something an automation tool can actually run?

We just wrapped the Orbit Awards for AI Dictation and now we re moving to the next category: AI Automation.

This one is for the tools that actually do work for you clearing chores, running workflows in the background, or quietly taking over a chunk of your week without turning into another dashboard you have to babysit.

A few of us at Product Hunt are putting on our most brutally honest (but helpful!) hats and roasting landing pages for the next two days. Want in? Drop your link below, and we ll give you real, no-BS feedback on:

Clarity Does your message make sense or sound like corporate soup?
Calls to Action Do we feel compelled to click, or just leave?
Design & UX Smooth experience or rage quit territory?
Anything else Tell us what you want feedback on.