Trivia nights usually suffer from one of two problems. Either they are dead administrative exercises disguised as fun, or they are charming little messes that collapse as soon as a room gets big, loud, or demanding. Trivia & Tunes is interesting because it refuses that choice. It wants proper room energy and proper system design at the same time.
The live public site still presents the older triptych: solo host, live display, and pro live. Even in that public form, the platform already reads as more than a hobby project. It speaks in formats, roles, display logic, music sources, venues, tournaments, and player identity. That is the vocabulary of an ecosystem, not a one-off game.
The working April build goes further. In the local codebase reviewed on April 6, 2026, Trivia & Tunes has already developed an AI vocabulary of its own: AI Home, AI Live, AI Solo, model selection, per-question commentary, round wrapups, game wrapups, and a named judging persona called Blue Note Rhino. That is not decorative AI sprayed over an old surface. It is a real change in product character.
What makes the Rhino interesting is not merely that it grades. Plenty of systems can call a model and pretend they have solved judgment. Here the ambition is theatrical. The Rhino has strictness levels, a configurable personality, free-text semantic grading, and the beginnings of a running relationship with the room. In other words, the machine is not only a checker. It is becoming part of the night.
That matters because music trivia is social timing more than raw database retrieval. A good night has pacing, tension, recovery, banter, and a little danger. The AI layer works best when it helps the host keep those qualities alive rather than replacing them. The most promising parts of the local build do exactly that: commentary between questions, wrapups between rounds, and mode-specific flows that respect the room rather than flatten it.
The codebase also reveals another practical truth: this is not a toy AI experiment sitting in isolation. There are management surfaces, player records, team structures, events, tournaments, login gates, model logs, and admin settings. Even voice is already staged, with a TTS service ready for testing across multiple languages. If the GPU and IIS side are not always awake yet, the architecture is nevertheless pointing in the right direction.
That is why this April project deserves the Projects desk rather than a casual mention elsewhere. Trivia & Tunes is the first full, opinionated, public-facing vibe-coded product in the portfolio: music-heavy, UX-led, multilingual, operationally serious, and now decisively AI-backed. It has enough room heat to feel alive, and enough systems underneath to survive contact with real users.