Vibe Coded AppsAI-assisted, engineer-reviewed

Vibe-coded app audit

Know what needs fixing before customers rely on it.

We review an AI-built app against its intended use and give you a prioritized set of findings. The review covers important user journeys, authorization, data handling, dependencies, configuration, and operating arrangements. You receive specific evidence and recommended next steps.

Explore our work

What we can help with

Permission boundaries

Check whether users and roles can only read and change the records they are entitled to access.

Workflow checks

Inspect critical flows and realistic failure cases, including repeated requests, missing data, and interrupted actions.

Dependency and secret review

Inspect packages, configuration, and credential handling within the agreed access and review scope.

Prioritized findings

Describe the issue, evidence, business impact, and suggested fix so you can choose the next scope of work.

Before implementation

Start with the app and the outcome.

Share what you need to achieve, what exists today, and the constraints. We use those inputs to agree the review or build scope.

  1. 01

    Review the starting point

    Understand the current code, data, dependencies, and intended users.

  2. 02

    Agree a defined scope

    Choose the workflows, deliverables, access, and acceptance criteria.

  3. 03

    Verify and hand over

    Review changes, check the release, and document how the app is operated.

Frequently asked questions

Is an audit a guarantee that the app is secure?

No. A review has a defined scope and time window. It provides evidence and findings for the parts examined, with limitations recorded explicitly.

Can you review an app without changing it?

Yes. A review can be a separate engagement. Remediation is proposed afterwards, so you can decide which work to authorize.

What do I receive?

A scoped findings report with affected workflows, supporting evidence, priorities, and recommended next steps. The exact deliverables are agreed before the review.

Can my existing developer fix the findings?

Yes. Findings should be specific enough for the responsible team to assess and implement. A follow-up verification scope can be agreed if needed.

Bring us the brief or the prototype.

We’ll help define a practical next step.