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Guide

From Cursor to production: shipping AI-assisted code safely

Cursor speeds up writing code. Shipping it to production still needs security review, tests, architecture, and real infrastructure. Here is the path.

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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

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.

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Free resource

The 25-Point Production-Readiness Checklist

See exactly what stands between your app and a safe production launch — security, compliance, scaling, and operations. Unlock all 25 points instantly.

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