Running Cursor as a service, AI Code Tools

Cursor Agency Implementation, Delivering AI-Powered Code Review at Scale

Learn how to package Cursor's native PR management, Bugbot automated review, and AI agent capabilities into productized services for development teams. This course covers repository setup, client billing configuration, and delivery workflows that turn code review into a recurring revenue stream.

Open the decision record for Cursor

What does running Cursor for clients commit you to?

Published figures for this service. Blank fields are not published.

Monthly tool cost
$20 per month for the entry tier (Hobby plan)
Time to first value
Not published
Payback
Not modeled
Guided implementation
8 hours

Is Cursor worth running as a client service?

Evidence supports that Cursor is a viable tool for technical agencies to offer AI-assisted development services, but lacks white-label capabilities. ROI depends on client pricing and adoption.

An agency-fit judgement for reselling this service. It is separate from the tool description on the decision record.

Before you start

What has to be in place before the first client engagement.

Tools and subscriptions

  • Cursor with Origin code hosting
  • GitHub account and repositories
  • Vercel integration for preview deployments
  • Depot or Buildkite for CI/CD
  • CLI tools for pushing local projects

People and inputs

  • Team plan on Cursor to manage multiple developers
  • Technical staff to handle setup and configuration
  • Admin access for GitHub and CI/CD systems

Included with the course

7 working documents for delivering this service.

  • Cursor Client Onboarding Checklistchecklist
  • Origin Repository Migration SOPsop
  • Bugbot Code Review Workflow Templatetemplate
  • Cursor Team Billing Setup Guideguide
  • AI Agent Configuration Worksheetworksheet
  • GitHub Sync Troubleshooting Checklistchecklist
  • Vercel Preview Deployment SOPsop

Listed by name. These documents are not yet published as individual downloads.