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Some time ago I built a transcription app using AI.
It worked, but became hard to maintain and extend.
So I rebuilt it from scratch, this time with a structured AI-assisted system:
- PRD → Architecture → API boundaries → UI slices
- Org-scoped ownership + proper separation of concerns
- Usage limits + monetization (subscriptions + credit packages)
- AssemblyAI integration with configurable features
The result: a fully working, monetized SaaS built with a repeatable process.
Try it: https://scribebit.com
And I documented the entire system: Full Breakdown
If you’re building AI-powered products and want to do it properly (not just vibe-code), I’d love to connect.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Beautiful 😍
Tiny launch day ✨
Prism is live on Product Hunt
It's a free browser-based tool that adds prismatic refractions and chromatic aberration to photos.
Upload an image → play with the settings → export your result.
I made it while building aftrglo — a bigger project to make sharing creative work online feel lighter. Prism is one small creative wander from that process. And today it gets its own little launch 🐣
Built for creatives who want to add that strange little something to a visual without opening heavy software.
It came from the same place as all my experiments:
I made something for myself,
kept playing with it,
then realized it might be useful for someone else too.
So I cleaned it up and decided to share it before the bigger project is ready.
Come play with it and let me know what you think 🪩
Curious to see what you make with it too, as the results can go from extra cool to wonderfully weird
Amazing design!
Most AI projects today focus on speed, automation, or productivity.
I wanted to explore something different: What if AI could help organize emotional overwhelm instead of just optimizing workflows?
So for this design sprint, I built QuietSpace — an AI-powered emotional organization platform designed to help people untangle stress, burnout, mental overload, and emotional noise through reflective AI.
The idea wasn’t to create another therapy app or productivity dashboard.
I wanted the experience to feel: calm, humane, emotionally intelligent, and genuinely helpful.
The entire interface was built around a BentoGrid system with ambient interactions, soft motion, and emotionally-aware UI patterns. I also pushed Stitch to its limits by experimenting with exported design systems, custom structures, connected flows, and layered interaction logic to shape the final experience.
This project heavily utilized Stitch’s newer prototyping and system-based workflow features to rapidly build and refine the experience.
Some of the screens include: • Thought Dump • AI Categorization • Pattern Recognition • Micro Recovery • Emotional Dashboard Systems
One thing I’ve been trying to focus on lately is building concepts that don’t just look visually polished, but also solve real human problems or create awareness around experiences people quietly deal with every day.
This project became a blend of: AI × emotional UX × systems thinking × interface storytelling.
This project became an exploration of how AI interfaces can feel emotionally supportive instead of emotionally exhausting.
Live Site - https://dbcf658a-quietspace-emotional-intelligence-system.netlify.app/
This is actually amazing!
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