· Labs
I build my own products to stay honest about what AI can do.
Each one is built with AI coding agents, used by real people, and teaches me something I bring to client work. When I tell you what AI can and can't do yet, I'm speaking from experience.
01 Notes, without the wait.
miniMany
A cross-device app for capturing and searching notes, built to beat the incumbents where they're weakest: speed, search and interface. You open it and start typing with no lag.
Visit minimany.app ↗- Built
- End to end with AI agents, from concept through UX, architecture, build and iteration
- Status
- Public beta (500+ users)
- What it taught me
- No matter how small your product is, a careful matching of LLM models per task can lead to dramatically better overall results. There is no single "best" model.
02 Sound you can see.
Immersiom
An audio-reactive visual experience: music drives generative visuals in real time. It's also a live testbed for AI-assisted creative-tech workflows.
Visit immersiom.com ↗- Built
- Solo, end to end
- Status
- In active use by musicians and creators
- What it taught me
- While AI is great at pattern recognition, it largely struggles to predict what a human would easily judge as significant changes in a musical piece.
03 What's helpful right now?
Clarismo
A personal mindset assistant.
- Status
- In development · release planned for Q1 2027
More on the way. Updates soon!
Why this matters to clients
The Sprint uses the same loop: form a hypothesis, build fast, put it in front of real people, decide. The only difference is that it's your market instead of mine.
Start with a Sprint →