Most AI apps eventually hit the same wall. They forget users unless you build a ton of infrastructure first. This means every AI dev eventually will end up building this infra to provide the best user experience needs for their agent and app.

What rolling your own really means:

• Vector DBs + embeddings + tuning

• Extracting memories from conversations (and resolving conflicts)

• Designing user profile schemas and keeping them in sync

• Managing long chat history + summarization pipelines

• Juggling different formats across OpenAI, Claude, etc.

• Hosting, scaling, backups, monitoring

The day before yesterday, I was looking at the profiles of founders and team members of Lovable, as well as other companies, e.g. Hubspot, and they all look pretty good.

Lately, I ve been getting offers to help grow LinkedIn profiles from several founders, and I m starting to feel like at least LinkedIn is hype.

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.

I am curious how people actually do it.

There are tons of stories about founders launching SaaS products without an existing audience. No Twitter following, no newsletter, no community, nothing. Yet some still manage to get early traction and even hit real MRR.

If you have started from zero, I would love to hear:

• How you got your first users

• What channels brought the earliest traction

• Whether cold outreach works or not

• If content played a role or if you focused mainly on building

• What you would do differently if you had to start again

If you re a Business Operations Manager, you know how repetitive writing weekly reports can get.

Same format.

Same structure.

Different content every time.

We ve got devices that talk to each other, lights that respond to voice, and thermostats that learn your habits

So why does the smart home still feel like it hasn t clicked for most people?

We ve spent the last year building in this space, and this question keeps coming up, especially outside of early adopter circles.

Hi everyone! We're hosting the AMA LIVE on X (Twitter) and will be answering questions posted on the Forum during the Live.
Join the Live X session here: https://x.com/producthunt/status...
A while back we launched @Wordware and broke Product Hunt during our launch.

We're here to share bits of wisdom from our launch strategy, answer launch questions you may have, and even help point you in the right direction for the launch day!

Hi everyone! We're hosting the AMA LIVE on X (Twitter) and will be answering questions posted on the Forum during the Live.
Join the Live X session here: https://x.com/producthunt/status...
A while back we launched @Wordware and broke Product Hunt during our launch.

We're here to share bits of wisdom from our launch strategy, answer launch questions you may have, and even help point you in the right direction for the launch day!

Lately I realise that I use AI to automate stuff etc, but when it comes to growing products that I built or my social presence, it does not help me much.

Like, there are probably a BILLION tools for AI-powered content creation and blah blah blah, but they haven't really helped me generate any meaningful content. So, I always end up writing the stuff I want myself, cause they are just better than the AI tools create.