Fast code is not the same as production code
Cursor helps you write a lot of code quickly, but AI-assisted code still needs the same scrutiny as any other: a security review, tests, sound architecture, and infrastructure built to run reliably. Speed of writing does not remove the work of making it safe to ship.
What a production pass adds
- Security review. Find and fix exposed secrets, weak input validation, and the common vulnerabilities before launch.
- Tests and quality. Automated tests and a CI pipeline so changes ship without breaking things.
- Architecture and scale. A data model and structure that hold up as usage and the codebase grow.
- Real infrastructure. Production hosting, deployment, monitoring, and backups.
- Compliance. HIPAA, SOC 2, or PCI readiness for regulated data.
We work with your existing Cursor-built codebase, keeping what is solid and bringing it up to a production standard.
Frequently asked questions
Is AI-assisted code from Cursor production ready?
Not automatically. It needs a security review, tests, sound architecture, and real infrastructure before it is safe for real users and data.
Will you work with our existing codebase?
Yes. We review what you built in Cursor, keep what is solid, and harden, test, and deploy the rest to a production standard.
How do we begin?
With a fixed-fee Production-Readiness Audit from $2,500: a prioritized report and a fixed quote for the fix.
Find out exactly where your app stands
A fixed-fee Production-Readiness Audit, from $2,500. Prioritized report, fixed quote, no surprises.
Book a 30-minute call