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AI coding tools don't understand your codebase. 40+ projects are trying to change that.

AI coding tools are brilliant at generating code. They're blind when it comes to understanding your codebase.

They can't tell you who calls a function. They don't know what breaks if you change something. They have no idea how your team actually writes code. Every session, they start from scratch: grep, read files, guess, burn tokens.

We officially registered VertoX AI

Hey everyone

Yesterday, we officially registered VertoX AI.

It s a small line on paper, but a big step for us, turning something that started as just an idea into a real company.

Behind this are years of thinking, building, testing, and refining what VertoX could become. And honestly, it still feels like we re just getting started.

Oriole tech

20d ago

Listen with your Eyes #auralis

We're Lusungu Luhana and Alinaswe Sinkala. We're 15 years old. We live in Zambia. And we built a camera that writes poetry. What is Auralis? Point it at anything a window, a face, an empty room, a street at dusk. It watches the light. It reads the colors warm or cool, bright or shadowed. Then it writes a short, atmospheric story. And it generates a piece of ambient music to match tempo, key, texture all born from the image. No filters. No editing. No "perfect shot." Just a moment. And what the moment felt like. Why we built it We noticed that most cameras just take. They capture light and lock it away in folders no one ever opens again. We wanted a camera that gives something back. A story. A feeling. A reason to look twice. How it works Open the link. Grant camera access. That's it. No install. No app store. Point at anything. Tap "Aurize." Auralis analyzes the frame warmth, contrast, brightness, saturation and writes a unique story. It also generates an ambient beat: title, BPM, key, duration. Save moments to your private gallery. Talk to AXIS, the AI companion inside Auralis. It remembers your last scene. It reflects. It wonders with you. Everything is local. No uploads. No tracking. We don't see your images. They stay on your device. Who we are We're two friends from Lusaka, Zambia. We taught ourselves to code. We share a laptop. We build late at night. Last year, we co-founded Oriole our small studio. Auralis is our first public project. Why we're posting here We've watched Product Hunt for years. We never thought we'd be on it. But someone told us to stop waiting and just ship. So here it is. We're nervous. We're excited. We hope you find something beautiful in it. Try it here: auralis.rf.gd What's next Live mode real-time narration Acoustic listening the room's reverb shapes the story A "Last Phone" mode completely offline. No cloud. No one else will ever hear it. We're 15. We have time. And we're just getting started. Thank you for looking at what we made. Lusungu and Alinaswe Oriole Studio, Lusaka, Zambia
Dominik Sikora

20d ago

From 0 to 92 users across 15+ countries with 0 ad spend

Three months ago I built FluoTest because I was frustrated with how repetitive qualification workflows still are online. Everything still depended on manual review: * leads * applications * intake forms * assessments * onboarding People collect responses, but the decision layer is still human. So I built a simple system: score responses and automate what happens next. No investors. No team. No paid ads. Today FluoTest has: * 92 users * users in 15 countries * zero ad spend * users from Universal Studios and CalArts * upcoming Product Hunt launch on May 19 * confirmed attendance at Web Summit Lisbon 2026 One thing that surprised me most: The use cases became much broader than I expected. I originally built FluoTest for lead qualification. Now users are building: * hiring filters * patient pre-screening * educational assessments * compliance checkers * onboarding flows * intake systems The underlying pattern is always the same: collect answers calculate fit trigger the next step. The biggest growth driver so far has been distribution built directly into the product. Every public quiz includes a Powered by FluoTest badge. Users share quizzes publicly or embed them on websites. That exposure compounds automatically over time. Still early. Still building weekly. Still figuring things out in public. Goal now: 100 users before Product Hunt launch day.
Francis Fex

2mo ago

Do you actually know your real profit after a sale? (I built a mockup to fix it)

I realized I never _really_ know my profit after a sale.

I check spreadsheets, guess the fees, forget costs and end up wrong.

So I mocked up a simple fix:

Your Virtual Chief of Staff that watches your tools so you don't have to

Running a company means juggling Slack, Jira, Linear, HubSpot, Zendesk, Google Calendar and 10 other tools every single day.

The problem is none of them talk to each other. Things get committed to in meetings and disappear. Replies go unanswered for days. Work stalls with no clear owner. And you only find out when it's already too late.

Deepak Singh

20d ago

Why is getting answers from business data still so slow?

If you work in marketing, sales, operations, finance, or product, you probably know this frustration.

Companies have more dashboards, reports, and analytics tools than ever, yet getting a simple answer still takes too long.

Questions like:

Enoch

2mo ago

Renewal Radar — a subscription tracker that roasts you for the bad ones

I built Renewal Radar a subscription tracker with a twist.

Most people have no idea how much they're spending on subscriptions each month until the charge hits their bank account. I was one of them. So I built something to fix it.

Asim Saeed

20d ago

I built FinTrackrr – free personal finance tracker (budgets, bills, net worth, no ads)

Hey Product Hunt community!

I've been working on FinTrackrr (fintrackrr.com) for a while and wanted to share it here.

Sourav Dey

2mo ago

Why Side Projects Compound 🏗️

Work hands you the problem. Side builds train choosing, cutting scope, and shipping when nothing is spelled out. Your own deploy surprises make work incidents feel familiar.

AI didn t delete the work. It moved the bottleneck up the stack. The scarce part isn t faster typing. It s naming the problem, picking limits, and knowing what good enough means for a real user.

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