Hey Product Hunt community!
I ve noticed that with Cursor/Copilot, we re shipping code faster than ever. But in my last team, 6 months later, no one knew WHY we chose certain architectures. It s a technical debt ticking bomb.

I built a solution to solve this: an AI-powered memory that doesn't just store ADRs, but acts as a Senior Architect Peer Reviewer to spot blind spots in your decisions.

My questions for you:

1. Do you actually document your architectural choices, or is it all in Slack/Jira?

2. Would you trust an AI to "review" your tech choices and find risks (cost, scale, security)?

I ve spent years in the real estate trenches. The biggest commission killer? Response time. If you don't reply in 5 mins, the lead is gone.

I decided to stop complaining and start building. RealtorPilot is my answer an AI that handles WhatsApp leads 24/7. https://realtorpilot.co

Question for the community: For those building vertical SaaS, what was your biggest challenge when moving from "industry expert" to "tech founder"?

Heyy Product Hunt!
I m Szymon Radomski, the creator of Nucleify.

While working on Prestashop, Wordpress or larger Nuxt projects, I kept hitting the same wall:

Real apps need more flexibility, feature-based modules, clean structure overrides, and modern, standarized UI.

That s why I built Nucleify.

AI agents are being shipped faster than ever.

But I keep noticing something worrying when talking to founders and engineers:

Most teams don t really test their agents they prompt them a few times and hope for the best.

No structured evals.
No multi-turn testing.
No consistency checks.
No guardrails.

Tomorrow we launch on here on Product Hunt. And honestly? I m nervous.

Daniel here, from SanctifAI (https://sanctifai.com/).

At SanctifAI we believe that in a post-AI world human work is not eliminated, but reorganised.

Hi everyone

I just launched Smart Link, a tool I built for founders, marketers, creators, and small businesses who want more than just number of clicks .

Most tools tell you how many people clicked.
Smart Link focuses on what happens after the click.

We ve been building ReachRobin to solve a problem that most outreach tools ignore: making AI-assisted outreach feel human, controllable, and safe.

Most tools either over-automate or send boring, generic messages that feel like spam, and will be treated like spam: no one is responding to that.

ReachRobin takes a different approach: matching you with leads that are more likely to convert, instead of blasting thousands of cold DMs. Our AI assists with drafting, execution and qualified leads suggestion, but humans stay fully in control of who to reach out to, what and when to say.

I train a lot HIIT, strength, functional fitness and I've tried every interval timer out there. They all have similar problems! Too many screens to set up a workout, clunky UIs you can't read mid-set, or they want you to create an account just to start a timer.

So I built FireTime.

It's a dead simple interval timer where you name each interval, set the duration, hit go. That's it. No account, no onboarding flow, no bloat.

A few things that make it different:
Build a full custom workout in seconds
Each interval gets its own name and duration
"Up Next" preview so you know what's next.
Audio + haptic cues so you can put your phone down
Pre-built templates for Tabata, EMOM, 5x5 and more
Apple Watch app included
Dark UI that's actually readable when you're sweating

Hi everyone

I wanted to share a product I ve just launched called Snaplytics.

It s built for small businesses and solo founders who know their website matters, but don t have the budget (or patience) for agency-led analytics or complex tools like GA4.

Snaplytics connects to your site and gives you clear, plain-English insights: