Best tools for running coding agents in parallel (2026)
Command centers, IDEs and CLIs for running several coding agents at once, each on its own task or Git worktree, then reviewing what they hand back. We list 12 tools for running coding agents in parallel below, each with a link-checked page, pricing as the maker states it and alternatives.
Updated
12 tools: 9 open source, 1 source-available, 1 paid, usage-based or enterprise, 1 pricing on the maker's site.
LayerFS
LayerFS is a filesystem built for running many coding agents in parallel. Each agent mounts a complete, writable workspace on top of shared committed history, does its work, commits what it changed and goes away, so compute only exists while a command runs. Every tool call becomes a commit on a branch, same-file clashes between agents are refused rather than silently merged, each line records the step that wrote it, and any commit can be forked at no cost for recursive exploration or RL training. Agents on different computers share one serverless store with chunk-level deduplication.
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Lody
A team workspace for running AI coding agents in parallel in isolated Git worktrees, with live diff review, GitHub integration and access from phone or desktop.
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Mirror CLI
Reflection AI's terminal coding agent that reads code, edits files and runs commands in isolated git worktrees, using the open-weight Beam model by default.
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Orca
Agent development environment for running a fleet of parallel coding agents on your own subscriptions and reviewing their work.
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Herdr
Runtime for running and managing many coding agents side by side.
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Paseo
Orchestrate multiple coding agents from desktop and mobile.
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Superset
Agentic IDE for orchestrating many coding agents in parallel.
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Worktrunk
CLI for managing Git worktrees so several AI agents can work in parallel.
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Mission Control
Self-hosted control plane for dispatching tasks to agents, reviewing runs and tracking spend.
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Maestro
Command center for orchestrating multiple coding agents.
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Imbue
AI research company building tools for coding agents, including Sculptor for running parallel agents.
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Verdent
AI coding agent that plans, codes and verifies tasks in parallel.
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GitHub repos (11)
| Repo | GitHub stars | Licence | Last push |
|---|---|---|---|
| Orca ↗ | 94,443 | MIT | 2026-10-21 |
| Herdr ↗ | 44,377 | Apache License 2.0 | 2026-10-15 |
| Paseo ↗ | 21,143 | Apache-2.0 (third-party components under their own licences) | 2026-10-21 |
| Superset ↗ | 15,289 | Elastic License 2.0 (source-available) | 2026-10-21 |
| Worktrunk ↗ | 9,263 | dual MIT / Apache-2.0 | 2026-10-21 |
| Mission Control ↗ | 6,358 | MIT | 2026-09-22 |
| Maestro ↗ | 3,467 | GNU AGPL v3.0 | 2026-10-21 |
| Lody ↗ | 1,442 | — | 2026-10-21 |
| LayerFS ↗ | 1,289 | — | — |
| Imbue ↗ | 239 | MIT | 2026-10-20 |
| Mirror CLI ↗ | 180 | — | 2026-10-16 |
11 repos. Stars and licence come from each repo, checked when the listing was last verified.
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