Ship

Ship

An operating system that runs AI coding agents as a managed team with cost tracking and verified delivery

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About Ship

Ship is a platform that treats AI coding agents as a managed engineering team rather than a loose collection of copilots. It assigns work to specialist agents that handle planning, building, reviewing, deploying, and testing, then tracks what each one costs and ships. The goal is to let you run autonomous software delivery without giving up visibility or control over the process.

The problem it tackles is a common one for teams adopting AI coding tools. You can spin up agents that write code, but coordinating them, verifying their output, and understanding what you're actually spending is left to you. Ship puts structure around that by treating each unit of work as a mission and routing it through agents with defined roles, so you always know where things stand and what they cost.

Under the hood the platform runs six specialist agents. A Researcher gathers context, a Planner breaks down the work, a Builder writes the code, a Reviewer checks it, an Operator handles deployment, and a Tester runs verification. You watch progress in a Mission Control dashboard that shows inference cost per step, model used, and outcome. Pull requests come out gated, meaning they don't merge until reviews and tests pass.

It's built for development teams that want the output speed of AI agents but need the accountability of a real delivery pipeline. If you've tried pointing Claude or GPT at a repo and found the results hard to trust at scale, this is the layer that's supposed to close that gap. The platform plugs into GitHub and Linear and lets you route work through OpenAI, Claude Code, or OpenRouter, so you pick which models run which roles.

Security is handled with zero-trust design. Credentials stay encrypted, agents run in isolated sandboxes, and you can deploy the whole thing on your own infrastructure and region if compliance requires it. That makes it a fit for teams that can't ship code through third-party systems without audit trails.

Pricing isn't published as a flat rate. Instead, you pay per mission at inference cost, with the dashboard showing what each run actually costs. Examples on the site range from a few cents to a couple of dollars per mission depending on scope and model. If you want to see it in action before committing, there's a demo booking flow on the site.

Key Features

  • Six specialist AI agents with defined roles
  • Mission Control dashboard with cost tracking
  • Gated pull request delivery with verification
  • Model routing across OpenAI, Claude, OpenRouter
  • Zero-trust security with isolated sandboxes
  • GitHub and Linear integrations

Pros & Cons

What we like

  • Treats AI agents as a coordinated team rather than isolated tools
  • Real-time cost visibility per mission and model
  • Pull requests gated on reviews and test results
  • Can run on your own infrastructure for compliance

Room for improvement

  • No published pricing, requires demo to understand costs
  • Newer product with a smaller user base
  • Requires buy-in to the multi-agent workflow model
  • Setup complexity for teams used to simpler copilots

Frequently Asked Questions

What is Ship?
Ship is a platform that runs AI coding agents as a managed team. It assigns work to specialist agents for planning, building, reviewing, and testing, then tracks costs and verifies output before anything merges.
How does Ship differ from a regular AI coding assistant?
Regular assistants give you a single copilot. Ship runs multiple specialist agents that collaborate on a mission, with a dashboard that shows what each step costs and whether tests passed. It's a delivery system, not just a helper.
Is Ship free?
No. Pricing is usage-based per mission, with costs depending on scope and which AI models you route through. The site doesn't publish flat rates, so you'll want to book a demo to understand what your workload would cost.
Can Ship run on my own infrastructure?
Yes. The platform supports running on your own accounts and regions, with encrypted credentials and isolated sandboxes for each agent. That makes it viable for teams with strict compliance requirements.

Best For

Running autonomous code delivery with cost controlsCoordinating multiple AI agents on a single codebaseTracking inference spend across development missionsGating AI-generated PRs on automated verification

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