The short version: In 2026 you don't run one coding agent, you run five. The tooling to manage that has exploded — the community awesome-agent-orchestrators list catalogs close to 60 parallel-coding-agent runners across its terminal and desktop/web sections alone. Ignore 57 of them. The only decision that matters is your control surface: do you want a terminal TUI (Claude Squad), a native desktop app (Nimbalyst), or a self-hosted web board (Vibe Kanban)? Everything else is the same underneath.

The one thing nobody tells you: these are all the same tool#

Open the hood on any of the ~60 runners and you find the identical engine: git worktrees plus your existing agent CLI. Each agent gets its own worktree — a separate working directory on its own branch, sharing one .git object store — so two agents editing the same repo can't clobber each other. Then the tool shells out to claude, codex, gemini, or opencode inside each worktree.

That's it. Claude Squad wires the worktrees into tmux panes. Nimbalyst wires them into a native window with a kanban column per branch. Vibe Kanban wires them into a browser board. The differentiation is purely how you watch and steer the work — not what the work is.

The engine is yours and portable. The wrapper is disposable. Optimize accordingly.

This is why the category's churn shouldn't scare you. Vibe Kanban — the most-starred runner in the category at ~27k — is now community-maintained and moving fully local after its company, Bloop, wound down in 2026 and handed the project to the community under Apache-2.0. If your workflow lived inside standard git worktrees and a standard agent CLI, none of that touched you. You export, npx a different wrapper, and keep going. If you built your process around a proprietary cloud board, you got a migration project. Pick for churn-resistance: open source, local, standard worktrees.

The three archetypes#

Terminal — Claude Squad (8.2k stars, AGPL-3.0). It manages multiple Claude Code, Codex, Gemini, and Aider sessions in separate tmux workspaces, each on its own worktree, as detached background sessions that survive closing the pane. Zero server, works over SSH, no GUI. This is the right pick if you already live in a terminal and want the lowest-overhead thing that exists.

# Terminal: Claude Squad
brew install claude-squad
ln -s "$(brew --prefix)/bin/claude-squad" "$(brew --prefix)/bin/cs"
cs            # spin up / attach parallel agent sessions

# Native desktop: Nimbalyst — download the installer from the repo,
# then point it at your repo; it creates a worktree per kanban card.

# Self-hosted web: Vibe Kanban (one command, opens a local board)
npx vibe-kanban

Desktop — Nimbalyst (1.4k stars, MIT). A native app for macOS, Windows, and Linux (plus mobile) that pairs a kanban board with git worktrees and stores task content as plain markdown files on disk. Supports Claude Code, Codex, and OpenCode. Choose this when you want to see diffs and status visually and review agent output like a human reviewing PRs, without standing up a server. The trade-off is maturity — it's a smaller, younger project than the terminal veterans.

Self-hosted web — Vibe Kanban (27.6k stars, Apache-2.0). One npx vibe-kanban and you get a browser board that orchestrates 10+ agents (Claude Code, Codex, Gemini CLI, Copilot, Amp, Cursor, OpenCode, and more) across worktrees, reachable from any device on your network. This is the archetype for teams and multi-device workflows — a phone check-in on a running agent, a teammate reviewing a lane. The caveat is the one above: it's now a local-only community project, so treat it as infrastructure you own, not a managed service.

How to actually decide#

Skip the feature grid. Answer one question: where will you review the work?

Then keep your setup boring: standard worktrees, one of the mainstream agent CLIs (see our Claude Code vs Codex CLI vs Gemini CLI breakdown), and nothing proprietary in the critical path. That's what makes the wrapper swappable.

The part that will actually bite you#

Running five agents at once multiplies your blast radius by five. Each worktree is a live shell that can rm, force-push, or run a migration. Worktrees isolate branches, not your machine or your cloud — a parallel-agent setup is exactly where you want real isolation, so pair your runner with a proper agent sandbox rather than pointing five autonomous agents at your production checkout and walking away. The runner picks your review surface. It does not pick your guardrails.