A Music Producer Used AI to Cut Three Days of Work to Minutes

A music producer named Hakuro Matsuda says he has found a way to skip days of tedious computer work. He set up Anthropic's Claude Code as a kind of chief of staff. He says tasks in Logic Pro that took about three days now finish in minutes.

What changed

Logic Pro is Apple's music production software. Claude Code is an AI tool from Anthropic, the company behind the Claude assistant. Matsuda uses it like a manager who handles routine jobs so he does not have to. The report describes the setup as a chief of staff, meaning a helper that organizes and carries out work for him.

What is not known yet

The material available gives only the headline claim. It does not say which tasks were automated, how the setup works, or how Matsuda measured the time saved. It also does not say whether the results hold up for other people or other projects. The three days to minutes figure is his own account.

Who it affects

The story is about music, but the idea reaches further. Many people spend hours on repetitive steps in software, such as renaming files, moving data or repeating the same clicks. Business owners and small teams often lose time this way.

What to do

• List your most tedious computer chores.
• Pick one that follows the same steps each time.
• Test an AI helper on that single task before trusting it with more.
• Check the results yourself, since the claim here is unverified.