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We also inject convenience env vars into every task. For example, $EMDASH_PORT gives each task a unique port, so you can do PORT=$EMDASH_PORT pnpm run dev and never collide on dev servers.

Agreed. That this evolution pushes much of the work into describing desired outcomes and giving sufficient context.

To your questions:

Emdash helps reduce the setup cost of each environment by allowing you to open an isolated git worktree, copying over env variables and other desired context. And then preserving your conversation per task. That said, you still need to write clear goals and point it in the right direction.

I think it's less about team scale and more about individual throughput. My working mode is that I'm actively working on one or two tasks, switching between them as one runs. Then I have a long list of open tasks in the sidebar that are more explorative, quick reviews, issue creation etc. So for me it's not about one-shotting tasks, but instead about navigating between them easily as they're progressing