Conductor: reviews and analysis

TLDR: Conductor solves the agents’ next step: using them in parallel. It is a free Mac app where each Claude Code task runs in its own isolated copy of the repository, with a panel to watch each agent, review the changes and merge them. It uses your existing Claude subscription, so it adds no cost. The discipline of reviewing every branch remains yours, and that is the part it does not automate.

What Conductor is and how it works

Anyone using coding agents daily soon hits the same ceiling: while the agent works on one task, you wait. The obvious solution (several agents at once) trips on a practical problem: two agents editing the same repository step on each other.

Conductor solves exactly that with a clean idea: each task runs in its own git worktree, an isolated copy of the repository, with its own Claude Code agent inside. The panel shows every task in flight, what each is doing, and when they finish you review each branch’s changes and merge what you approve.

It is a native, free Mac application that replaces nothing in your stack: Claude Code remains the executor on your usual subscription, and git remains git. Conductor is the orchestration layer that was missing on top.

What it is like day to day

The habit change is going from conversing with one agent to managing a queue: in the morning you distribute the tasks (the form bug, the missing test, the small migration), the agents work in parallel and your job becomes reviewing whatever finishes.

Real productivity depends on slicing well: tasks independent of each other fly, while tasks touching the same files generate merge conflicts that eat the saving. The skill you develop is distributing work the way you would among teammates who do not talk to each other.

The system’s limit is review: five agents produce changes faster than a human reviews them carefully, and the temptation to merge diagonally grows with the queue. The healthy rule is launching only what you will genuinely review, because the bottleneck is you, and no orchestration changes that.

Pricing and plans

Conductor is free. The real cost is your Claude subscription’s consumption: several agents in parallel drain the quota proportionally faster, so intensive use pushes toward Claude’s Max plans. It is the same money you would spend serially, concentrated into fewer hours.

The value comparison is not against other tools but against your waiting time: if you delegate tasks daily and wait between them, orchestration turns that dead time into finished work at zero added tool cost.

Who it is for (and who it is not for)

Conductor is for intensive Claude Code users on Mac with a backlog of independent tasks: maintenance, fixes, small features. The profile that already slices work well benefits from day one.

It is not for anyone outside macOS or using other agents as executors. And anyone after orchestration with product memory and validation gates, not just parallelism, will find in PaellaDoc the more ambitious offer on the same local base.

Conductor alternatives

PaellaDoc is orchestration with a product layer: persistent memory, specifications and validation on top of parallelism. Devin solves parallelism in the cloud with its own agents and subscription. And Codex’s cloud agents give remote parallelism with no extra tool. They are in Conductor alternatives and the ranking in the best AI coding tools.

Frequently Asked Questions

Do I need to pay anything extra?

No: Conductor is free and uses your existing Claude Code subscription. The only economic effect is that parallel agents drain the quota faster, which under intensive use pushes toward Claude’s higher plans.

What are worktrees?

Isolated copies of the repository that git manages natively: each task works in its own and cannot step on the others. When done, each branch gets reviewed and merged separately, like proposals from different teammates.

How many parallel tasks make sense?

As many as you can review carefully, which is usually fewer than you can launch. The system’s bottleneck is human review, and merging without reading is how parallelism turns into debt.

Conductor or PaellaDoc?

Pure parallelism versus a factory with memory: Conductor orchestrates parallel Claude Code tasks and nothing more, PaellaDoc adds product context, specifications and validation gates. They are kindred in spirit and answer different ambitions.