INFINITY EDGEPRODUCT & AI ENGINEERING
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Keep what works. Finish what’s missing.

You have a prototype built with an AI coding tool. We review the code and the user experience, explain the gaps, and agree on the work needed before you invite customers in.

Discuss your prototype

Begin with a review, not a rewrite.

A demo can look finished while important flows are still incomplete. We start by checking what your product actually does.

Bring the repository, a way to run the prototype, and the user journey you want to launch. We’ll use those to agree on the review scope.

What needs to work before launch?

Review areas depend on the product and agreed scope.
AreaWhat we check
User journeysCan someone sign in, complete the main task, and recover when something goes wrong?
Data and accessAre permissions enforced, credentials handled appropriately, and customer records kept separate?
AI behaviorDoes the feature work on representative examples? What happens when an answer is wrong or a model is unavailable?
Running the productAre deployment, monitoring, operating costs, and support responsibilities understood?

The review informs a release backlog: what can stay, what needs fixing, and what can wait.

Work through the release backlog.

  1. Start with the code you have

    Walk through the main user journeys and review the code, dependencies, and data handling. The review determines what to keep and what needs changing.

  2. Agree on the release work

    Fix incomplete flows and connect the services the product needs. Authentication, payments, and permissions are included where they belong in the agreed scope.

  3. Make it ready to operate

    Check the release, configure monitoring and deployment, and document how the product runs. Agree on launch criteria and who owns support after handover.

Before we start.

Can you work with an app I built using an AI coding tool?

Yes. We start with a review of the existing project and agree on the changes needed. The review determines whether to extend the current implementation or replace specific parts.

Does every prototype need a rewrite?

No. We assess the existing implementation and recommend changes based on its behavior, maintainability, and launch requirements.

What are you working on?

Tell us about the product, the people who use it, and the part you need help with.

Talk through your project

Or email info@infinityedge.llc