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Comparison

Fleet vs Cursor: Agent Orchestration vs AI-Native IDE

Cursor is an AI-native IDE for individual developers. Fleet is a headless orchestration layer that runs and coordinates teams of Claude Code agents autonomously against your repositories.

Cursor enhances individual developer productivity inside an editor. It provides inline completions, chat, and an Agent mode that can make multi-file edits on request. The developer remains in the loop and in the editor at all times.

Fleet operates at an entirely different level: it manages a team of autonomous agents running in tmux sessions, each assigned a role (developer, reviewer, release-manager), reacting to GitHub events, handing work off to each other via a shared event bus, and operating without constant human supervision.

Choose Fleet if

Teams that want autonomous agents running around the clock — handling PRs, reviews, and releases — without a developer needing to be in an IDE.

Choose Cursor if

Individual developers who want the most capable AI assistance inside their code editor for day-to-day coding work.

Fleet vs. Cursor: side by side

FeatureFleetCursor
User experienceHeadless CLI + daemon; no IDEFull IDE (VSCode fork) with AI tightly integrated
Use caseAutonomous multi-agent team coordinationIndividual developer productivity inside an editor
Human involvementDesigned for low-supervision autonomous operationDeveloper drives every interaction
GitHub integrationNative: label watcher, PR chain, release gateVia Agent mode + MCP; not a native GitHub workflow system
Agent roles120+ templates covering dev, PM, QA, release rolesSingle developer-facing agent
Self-hostedYes — single Go binary; no Fleet-hosted data plane for your source codeElectron app; telemetry to Cursor's servers unless Enterprise

Where Fleet is the better fit

  • Fully headless — agents work in the background while you do other things
  • Role-based team: separate agents for coding, review, and release prevent a single agent bottlenecking all work
  • Event-driven handoffs mean no human needs to trigger the next step after a PR is created
  • No per-seat IDE license required for agents that run autonomously

Where Cursor is the better fit

  • Best-in-class inline coding assistance, autocomplete, and chat within the editor — Fleet has no equivalent for this
  • Fast, interactive iteration: a developer can accept, reject, or refine suggestions immediately
  • Supports all languages with no configuration; works with any codebase instantly
  • Cursor's Agent mode handles complex multi-file refactors interactively, which is more responsive than asynchronous agent queues

Pricing

Cursor has a free tier and a Pro plan around $20/month per user. Fleet's Team tier is $49 per agent slot per month; however, Fleet agent slots replace headless automation work, not individual developer licenses, so the comparison is not apples-to-apples.

Do they compete, or coexist?

Cursor and Fleet are complementary tools. A developer uses Cursor for their own coding; Fleet's autonomous agents handle the parallel workflow — reviewing PRs, running release checks, managing labels — without occupying the developer's attention. Many teams run both.

Frequently asked questions

Can Fleet agents use Cursor's underlying models?

Fleet delegates coding work to agents like Claude Code; it does not integrate directly with Cursor's model endpoints. If you want AI-assisted coding in an editor, Cursor remains the right tool for that. Fleet handles the orchestration layer above the editor.

Will Fleet replace my Cursor subscription?

No. Cursor serves your interactive coding needs. Fleet serves autonomous background operations. They address different parts of the development workflow and most teams will use both.

Run your first agent fleet

One binary. Five minutes. See every agent, coordinate every handoff, and keep a full audit trail of what your fleet did.