Chief vs Conductor

TL;DR comparison

The old way vs. the AI-native way

AI-native builders on the cutting edge are finding more and more that the human element is the bottleneck. Not the coding — the deciding, the decomposing, the reviewing, the dispatching. The work around the work.

Conductor is built for the old way of managing agents. You open the app. You decide what each agent should work on. You write the prompts. You dispatch them. You review every line of output. Then you do it again. Conductor makes the execution faster with parallel worktrees — but the entire management loop still runs through you.

Chief helps you solve those problems by working proactively to propose next steps towards your goals. Instead of waiting for you to figure out what comes next, Chief analyzes your projects, understands your goals, and proposes the milestones that move you forward. Agents stay busy because Chief keeps them busy — planning, dispatching, and reviewing without requiring your constant attention.

The question isn't "how many agents can I run in parallel?" It's "how much of my time am I spending managing agents instead of deciding what to build?"

Key differences

1. Proactive planning vs. manual task definition

With Conductor, nothing happens until you write a prompt. Every agent sits idle until you decide what it should work on, write the task description, and hit dispatch. You are the planning engine.

Chief works proactively. Set a goal — "add Stripe billing to the settings page" — and Chief proposes dependency-aware milestones with acceptance criteria. When one milestone completes, Chief proposes the next. Your agents are never idle waiting for you to think of the next task, because Chief is always proposing the next step toward your goals.

This is the fundamental difference between old-way orchestration and AI-native management. In the old way, the human is the bottleneck. In Chief, the human is the decision-maker — approving and redirecting, not decomposing and dispatching.

2. Maximizing token utilization vs. manual dispatch

Conductor lets you run agents in parallel — but each agent runs exactly the task you gave it and then stops. If you're not at your desk to dispatch the next task, your agents are idle and your tokens go unused.

Chief maximizes token utilization by keeping agents continuously productive. Once you approve a plan, Chief dispatches agents through the full milestone sequence — no gaps, no idle time, no wasted subscription hours waiting for the human to come back and type the next prompt.

3. AI-native review vs. you reviewing everything

Conductor presents all agent diffs in a unified review interface with GitHub-synced commenting — a genuine improvement over switching between terminals. But you're still reviewing every line. Four parallel agents means four sets of changes on your desk, and the review burden scales linearly with parallelism.

Chief includes built-in quality gates: it evaluates agent output against the milestone's acceptance criteria, checks for regressions, and only marks work complete when it meets the bar. You handle the decisions that need human judgment. Chief handles the first pass that used to eat your evenings.

4. Persistent context vs. cold starts

Conductor agents start fresh each session. They don't know what happened yesterday, what other agents are working on, or what decisions were made earlier. Each worktree is a blank slate — you carry the context in your head and re-explain it every time.

Chief maintains persistent project-level context across sessions. It knows your codebase structure, recent changes, in-flight milestones, and team activity. When planning new work, it accounts for what's already happening — avoiding conflicts and duplicate effort. The human shouldn't have to be the memory layer.

5. Portfolio-wide management vs. one repo at a time

Conductor works on one repository at a time. Managing five projects means running five separate Conductor sessions with no shared visibility or coordination between them. You are the integration layer.

Chief provides a portfolio view across all your projects. You see what's in flight everywhere, what's blocked, and what's ready for review — in one place. When you have five projects, Chief manages five projects. With Conductor, you manage five Conductor sessions.

6. Team platform vs. individual tool

Conductor is a single-user Mac app with no team features today — though team features are planned as a future paid addition.

Chief is built for teams from the ground up. Multiple members share projects, see each other's in-progress work, and benefit from unified visibility into all agent activity. The team sees what's in flight, what's completed, and what's queued — from one dashboard.

7. Platform reach

Conductor is a native Mac desktop app (Apple Silicon only). Strong privacy, but it excludes Windows and Linux developers entirely.

Chief is web-based and works on any platform, including mobile browsers. Your agents run in managed environments — no local machine limitation.

When to choose Chief

Choose Chief when the human bottleneck is your problem:

• You're tired of being the bottleneck. With Conductor, nothing happens until you write the next prompt. Chief proactively proposes next steps so your agents stay productive even when you step away.
• You want to maximize your token investment. Paying for agent subscriptions but leaving agents idle between manual dispatches wastes money. Chief keeps agents busy.
• You're drowning in agent review. More parallel agents means more diffs to review. Chief's quality gates handle the first pass.
• You manage multiple projects and need portfolio-level visibility — not five separate sessions.
• You work in a team and need shared projects, unified visibility, and role-based access.
• You want persistent context — agents that remember project history and in-flight work across sessions.
• You're not on an Apple Silicon Mac. Chief works on any platform via the web.

Getting started

If you're currently using Conductor and want to try Chief:

1. Sign up for Chief — free during beta, no credit card required.
2. Connect your coding agents — bring your existing Claude Code, Codex, or other agent subscriptions via BYOA.
3. Import a project — point Chief at a GitHub repo and it builds context automatically.
4. Set a goal — describe what you want to accomplish and Chief proposes the milestones.
5. Watch it work — Chief dispatches agents, reviews output, and proposes next steps — proactively.

You can keep using Conductor alongside Chief. There's no migration — Chief connects to your existing repos and agents.

FAQ

Is Chief a replacement for Conductor?

Yes, for anyone who's felt the human bottleneck. Conductor is old-way orchestration: you define tasks, you dispatch agents, you review everything. Chief is AI-native management: it proactively proposes next steps toward your goals, keeps agents busy, and handles first-pass review. The shift is from "I operate the agents" to "I approve the outcomes."

Does Chief work with the same coding agents as Conductor?

Yes. Both support Claude Code and Codex. Conductor additionally supports Bedrock and Vertex AI provider routing. Chief's BYOA model is agent-agnostic and supports additional agents as the ecosystem evolves.

Is Conductor really free?

The Conductor app is free with full functionality. Your agent costs (Anthropic or OpenAI subscriptions) are separate and scale with usage — running four agents in parallel costs 4× what one agent costs. Conductor adds no markup. Future team/enterprise features are expected to be paid.

Why would I pay for Chief when Conductor is free?

Conductor gives you parallelism — more agents executing at once. But you're still the bottleneck deciding what each agent works on, writing each prompt, and reviewing every diff. Chief removes that bottleneck by proactively proposing next steps toward your goals, keeping agents busy, and handling first-pass quality review. The question is: what's your time worth?

Does Conductor have any features Chief doesn't?

Yes. Conductor's multi-model comparison mode, checkpoint/rollback, Linear integration, and local-first architecture are capabilities Chief doesn't offer. These are real differentiators for developers who value those workflows.

Can I use Chief on Linux or Windows?

Yes. Chief is web-based and works on any platform, including mobile browsers. Conductor is Mac-only (Apple Silicon) — Windows and Linux are waitlisted.

How does Chief keep agents from sitting idle?

With Conductor, agents stop when their task is done and wait for your next prompt. Chief proactively proposes the next milestone as soon as the current one completes — and with your approval, dispatches immediately. Your agents stay productive because Chief is always thinking about what comes next. That's the difference between managing agents yourself and having an AI-native manager do it.

What companies use Conductor?

Conductor reports adoption by engineering teams at Google, Meta, HubSpot, Ramp, Datadog, Block, Flexport, Rippling, Amazon, Spotify, and others — plus integration partners like Linear, Vercel, Notion, and Stripe. Their $22M Series A from Matrix Partners and Spark Capital indicates strong traction.

Can I try Chief without leaving Conductor?

Absolutely. Chief connects to your existing repos and agents — you can run both tools in parallel during your evaluation.