AI agents are everywhere right now.

They help with launch copy, visuals, outreach, follow-ups basically most of what used to take days can now be done in hours.

But I keep thinking about something. Are AI agents actually improving product discovery on Product Hunt or are they just making launches look more polished?

Yes, AI speeds things up. You can test messaging faster, create better assets, prepare more efficiently.

Hey Product Hunt!

We hit a wall juggling a dozen AI tools across 20+ tabs all trying to get creative work done

Hi there,

I am Andrei a solo developer and the founder of Malaneo AI. I live in Germany and got a beautiful girlfriend that really supports me with founding every product I launch. Honestly, I failed twice and I've put two years into developing failed products. And this time I aim to get things right. Learning from past mistakes I am currently building a platform that ships physical products with generated AI designs and images.

1. Choose a product: a cup, a poster, a tote bag, ...

2. Prompt via chat interface anything you can imagine. Tell us your design goal.

3. Our AI creates the design and fits it directly onto the product.

4. You can order it directly. We produce it. We deliver it to your doorstep.

Everyone s been talking about AI Agents over the past year.

But the real leverage doesn t come from the agent itself. It comes from the context you provide:

There are so many new AI agent platforms ( @Wordware @Lindy @CrewAI @zapier and so on) that I'm finding myself curious how everyone is using them.

What AI agents are you using in production? What do they do? Are they working and reliable? What would make them better? Are they replacing roles? Augmenting existing ones?

I was recently talking with a group of founders, and we went around sharing tools we're using now. Posting my notes for our community here - would love to know what else people are using!

Voice AI toolkit:

- Vapi

AI agents don t fail because of prompts. They fail because of data.

Most frameworks obsess over orchestration but production agents collapse when their data plane can t keep up.

That s the problem we set out to solve with GraphBit.

I really enjoyed this breakdown by @raphaelschaad and @aaron_epstein (YC partner):

I think by 2030, the real question won't be "Do you use AI?" but "Can you work without it?"

I noticed this in my own life recently. 

I always said "I'm terrible at design" whenever I needed to make something look nice. 

Hola, Product Hunt and Hunters!!!
Starting my Product Hunt journey with curiosity and a lot of excitement. I'm Mandeep, a marketer who s led teams, built campaigns, and learned a lot along the way mostly by asking questions and staying open to what s next.

These days, I m heading marketing at an Agentic AI startup, where I combine creative thinking with the speed and scale that AI offers.

I m here to discover the next wave of AI-driven products, share what I learn, and connect with people building interesting things.