Technology

Every channel an agent. The master fader stays human.

A MusicHuber production is routed like a session on a mixing desk. Each stage — words, music and voice, picture, finishing, checks — runs on its own channel, worked by AI agents. Orchestration ties the channels together. Zohar sets the direction, listens to every pass, and decides what reaches the master.

CH 01

Concept & words

Writing partners, not ghostwriters.

Language models draft, offer alternatives and test a line against the theme. The idea, the edits and the final words are human.

On YAFIM

ChatGPT for first drafts of the Hebrew lyrics; revised and refined by Zohar.

CH 02

Music & voice

Many takes. Few keepers.

Generative music models compose, arrange and perform around a direction — with Zohar's own recorded spoken lines as input. We generate widely and keep only what carries the song.

On YAFIM

Suno (Pro) for composition, arrangement and generated vocals, using Zohar's recorded spoken input.

CH 03

Picture

Shot by shot, on purpose.

Video models generate scenes one shot at a time. Agents manage prompts, references and continuity, and re-run whatever doesn't hold up on a second look.

On YAFIM

Higgsfield for every shot, orchestrated via Claude Code.

CH 04

Edit & finishing

Cut to the music.

Agents assemble the cut on the beat, transcribe and time subtitles to the vocal, and render web and master versions. Every cut is watched before it's kept.

On YAFIM

Claude Code, ffmpeg and Whisper transcription for subtitle timing.

CH 05

Guardrails

A similarity screen that says what it didn't check.

Before release, a screening agent samples the finished track against music-recognition databases and searches the lyrics for close matches — then reports exactly what was covered and what wasn't. It's a risk screen, not legal clearance, and we say so.

On YAFIM

10 recognition samples covering 120 of 170 seconds: no recording matches. Limited lyric search: no material match.

Not yet checked: full-catalogue matching, composition similarity, recognizable-voice comparison.

Master bus — orchestration

One session, many agents, one decision-maker.

Claude Code orchestrates the session: it routes work between agents and tools, keeps prompts, versions and cut lists in the project, and stops for human review before anything is final.

On YAFIM

Claude Code orchestrating Higgsfield, ffmpeg and Whisper across the YAFIM project.

Technology

Guardrails we work by

Human approval on the master

Nothing is released until Zohar has watched, listened and approved it.

Tools are credited

Every release says which tools were used and for what.

Checks are reported as they are

Similarity screening states its coverage and its gaps. We never call a screen a clearance.

Artists keep their identity

Collaborators release under their own names. MusicHuber is the studio, not the artist.

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