▶ Watch ↗AI Engineer World's Fair 202617:44
Orchestras, Not Factories: How the Fastest Builders Work — Charlie Holtz, Conductor
Read the full talk →Key ideas
Scroll to read ↓Charlie Holtz’s Conductor workflow combines early experimentation, selective human review, shared organizational context and persistent cloud agents. The goal is to give people more room to direct and craft software with a team.
- Try new capabilities early, then limit workflow customization to places where knowledge of your users or codebase changes what the agent should do.2:01 ↗
- Apply human review selectively. Migrations need enforced scrutiny, and recurring agent instructions deserve care because they influence every new task.5:32 ↗
- Centralized organizational information and a SQL tool give agents a way to retrieve context beyond the repository.7:42 ↗
- Persistent cloud workspaces separate execution from the laptop and support shared review, live conversation and remotely initiated tasks.10:27 ↗
- Design agent tools so people can direct the whole effort, inspect details when needed and retain the experience of crafting software with a team.15:23 ↗