Intel / video

Orchestras, Not Factories: How the Fastest Builders Work — Charlie Holtz, Conductor

Source: youtube.com
Author: AI Engineer
Date: Published Sep 27, 2026

Context

Running more coding agents creates more work to direct and review. Charlie Holtz, cofounder and CEO of Conductor, a desktop app for running many coding agents at once, proposes reserving careful human review for what he calls slop-free zones: database migrations, documentation and the files that tell agents how to work. Holtz's talk pairs that advice with putting every Slack message, bug report and meeting into one database that agents can query.

The connection is practical: agents need access to the behind a task, while people retain responsibility for reviewing changes that shape future work. Holtz's orchestra metaphor describes that division of labor, with humans at the center conducting teams of people and agents instead of managing an assembly line.

Key takeaways · AI-distilled

Holtz advises staying near the frontier without competing with the labs: if a workflow works for everyone, he expects the big labs to build it into their default products.
He recommends "slop-free zones": areas such as migrations, docs and skill files that always get careful human review, even when agents write everything else.
"Feed the beast" means putting every Slack message, bug report and meeting into one database that the team's agents can query.
His case for "orchestras, not factories" keeps humans at the center, conducting mixed teams of people and agents rather than managing an assembly line.

Terms in this piece · Glossary

agent skill — A reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.

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