Hey PH community

I'm Doni, founder of Sell Bio and I want to be honest with you: I built this because I was frustrated seeing creators and freelancers lose leads every single day through their bio link.

Seeing the same pattern across teams building internal AI agents. They try to design everything upfront. Architecture, tools, orchestration, all of it. And then nothing actually gets used. What works looks much simpler.

People just build small agents for their own workflows and improve them as they go. That s when things start to stick.

We ve been building Agentplace around this idea. A workspace where teams can create and use AI agents for real work.

I hit a wall with Instagram saves a few months ago.

I was saving every useful reel, every carousel, every hook breakdown... and then never seeing them again.

No search, no folders that actually stick, just endless scrolling trying to find "that one reel I saved at 2am".

So I ended up building Vestron.

Ever finished a meeting and realized you already forgot half of what was said?

Every day, valuable insights are shared during meetings, client calls, and project discussion. But once the meetings end, it s easy to lose track of key decisions, action items or important context.

APEX NOTE turns those conversations into clear, structured knowledge

We did not start in interiors. We started in code. APIs, infra, and the usual SaaS buzzwords.

But a pattern kept showing up in real estate decks.

Hey everyone!

I'm super excited to share a project I've been working on: tools.video.

As an independent developer, I often found myself frustrated with existing video editing and processing tools. They were either too heavy, packed with complex features I didn't need, or locked behind expensive paywalls. I just wanted something fast, straightforward, and accessible.

So, I decided to scratch my own itch and build it myself.

There are a lot of moments in everyday life where you just don t feel completely safe.

Walking alone
Meeting someone new
Being out late

Most of the time, nothing happens. But in those moments, you wish you had something simple in your pocket just in case.

That s what led me to build SmartProBono
.

I'm curious about everyone's experience with this: How much of your traffic is actually bots?

We've been seeing a pattern where teams are making campaign decisions based on analytics that are heavily skewed by bot traffic. It's not just the obvious stuff, it's fingerprinting, scrapers, and sophisticated traffic that looks legitimate at first glance. And it's poisoning conversion rates, skewing ROI, and making it impossible to trust dashboard data.

So here's what happened. We were running campaigns, watching our click metrics climb, feeling pretty good about performance. Then we started digging into where those clicks actually came from.

Half of them were bots.

Not simple ones either. Headless browsers mimicking human behavior perfectly. Selenium scripts automating clicks at scale. Click farms using mobile devices. Advanced stuff rotating IPs, spoofing geolocation, faking mouse movements, generating realistic referrer patterns. Fingerprinting evasion. Timing tricks. Some were so good they looked completely human.

We realized most link tools just count clicks. They don't ask if those clicks are real.

Hey Product Hunt community!

Just launched Vestron on Google Play Store and would love your feedback.

The Problem:

You've saved 500+ Instagram reels but can't find anything when you need it. Instagram Collections have no search, and manual organization doesn't scale.

We re all builders here, which usually means at some point we looked at something clunky, slow, or frustrating and thought, there has to be a better way. Most products don t start with a grand vision; they start with irritation, curiosity, or firsthand pain.

I d love to learn more about how others here have navigated that journey:

How did you uncover the problem you decided to work on?
What signals told you this problem was worth solving?
How did you validate (if at all) whether people would actually pay for a solution?
Has your product stayed true to the original problem, or did it evolve into something different?
What surprised you the most along the way?