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The Overview

I built a tool called The Vinyl Tribunal that judges whether a vinyl record is better used as a coaster or as something to listen to. The vinyl piece is just because I love vinyl records and thought it was a cool concept for a website. The real product is getting your music taste judged by a made up algorithm.

I chose this idea because music taste is personal and people are protective of their preferences. The concept is easy to understand regardless of your music knowledge, it draws a definitive, arbitrary line, and it seems to rage-bait everyone who touches it.

The Build

The stack was Claude Code, specifically Opus, hosted on Netlify with a domain from Namecheap. Opus carried the whole project; the only forced pause came when my credits ran out for a stretch.

The hardest part was drawing the line. The "algorithm" relies on public-facing music lists I agreed with, Cole Cuchna's taste (his Dissect podcast has earned my trust), and my own biases. Once friends and family started using it, I went back several times to right musical wrongs by hand. The biggest: Jennifer Lopez's On the 6 beat Mariah Carey's Butterfly in a duel. I received multiple expletive-laden texts for that one.

The look and feel came from Claude's Design tool. I asked for something that felt 60s or 70s retro, and four iterations later the final version isn't far from where it started. I think it does a decent job of representing a vinyl era.

Literally fuck right off.

The Surprises

Two things surprised me. The first is what's not in it: no LLM anywhere. No Claude API, no Supabase, no backend. I did make two external API calls to MusicBrainz for the album search functionality and Cover Art Archive for album artwork, but every piece of judging data lives in the code. A tool people swear is judging their soul is, under the hood, a very opinionated lookup table.

The second is how hard people took it. I knew music was personal, but I underestimated how loud the feedback would be. My sister, unhappy with a Jack Johnson rating, told me to "literally fuck right off." That was a high point.

The Learnings

The easy takeaway is that emotion drives engagement, but everyone already knows that. What I actually learned was practical: how to prompt Opus effectively, and how to use Claude Design to create a design system instead of a one-off look. Those skills are repeatable on the next project.

Take the Bait

Get your own music tastes judged at vinyltribunal.com.

You can reply to this email to yell at me about it.

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