Working with one coding agent in one terminal is easy. Working with several at once (a feature build here, a PR review there, a quick experiment on the side) turns into branch collisions, lost terminal scrollback, and "which tab was that in?". Artus gives every session its own worktree, its own sidecar process, and a persistent, replayable transcript, with the human-in-the-loop controls (permission prompts, plan approval, cost budgets) in one place.
The other half of the problem is the chores around the agents. With a few running, most of your time goes to babysitting: creating and cleaning up worktrees, noticing which agent is stuck on a permission prompt, checking whether a PR's CI went green, writing commit messages for code you didn't type. The dashboard takes those over, so your attention goes to the decisions, not the plumbing.
It is deliberately a single-user, LAN-deployment tool: one token, no multi-tenant auth, your own machine's claude, codex and gh credentials.