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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.

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5mo 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
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5mo ago

Built an Inventory operations platform for Shopify — anomaly detection, stockout forecasting, & more

Hi everyone! Sharing CoreCaptain an inventory intelligence platform we built for Shopify store owners.

The problem: inventory errors silently kill ecommerce businesses. Phantom stock, unexpected stockouts, supplier delays most store owners find out after the damage is done.

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5mo ago

What no one tells you about angel investing

Most people who qualify as accredited investors did it by accident. Hit the income threshold at a job they're good at. Got the letter. Filed it away. Did nothing with it.

They also said that about their gym membership, their Kindle Unlimited subscription, and, apparently, the Peloton (for about 14 months starting March 2020).

🔥 AI Image Editor — Automate Image Editing with API

Hi Product Hunt

We built an AI Image Editor to solve a simple problem:
Image editing should be programmable, not manual.

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12mo ago

Create, Share, and Earn in the AI Marketplace

StarSphere is the first Web3 AI assetization platform and AI marketplace where creators and developers transform AI creations into real income.

Here, your AI-generated images, videos, tools, and agents don t remain as static files.

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5mo ago

Helping First-Time Authors Understand Publishing Better

Publishing a book can feel overwhelming for first-time authors.

From ISBNs and formatting to book sizes and printing costs-there s a lot most writers never learn before publishing.

That s why we re building Double9Books-a platform focused on simplifying publishing knowledge for aspiring authors through practical guides, resources, and insights.

Some topics we ve recently covered:
Standard book sizes
Paperback vs hardcover
ISBN explained simply
Printing & formatting basics
Self-publishing tips

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5mo ago

Live AI avatars from one photo — optimized for reproducibility and low runtime cost

PhotoCall turns one portrait photo into a reusable speaking avatar for AI products, websites, onboarding flows, tutors, support, interview practice and product demos.

The important part is reproducibility: the same character can be reused across conversations, roles, scenes, and product workflows instead of generating a new random-looking avatar every time.

Different from real-time video generation, PhotoCall does most of the video work once during preprocessing and reuses avatar states during the conversation.

That creates a clear trade-off:

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