Managed Vibe Coding · Review

Before it goes live, have a human look.

An AI app security review is a structured, human-led look at an application built with AI-assisted tools before — or soon after — it reaches real users and real data.

Talk to a human Call 315.333.0999

What we look at

Reviews focus on the issues that most often separate a working prototype from a production app.

Authentication and session handling
Authorization: can one user or account see another’s data?
Database access rules and exposed endpoints
Secrets, API keys and environment configuration
Dependencies with known vulnerabilities
Backups, restore ability and environment separation
Logging, monitoring and error handling
What data is sent to AI tools and third parties

What you receive

A prioritized list of risk areas, explained in plain language for builders and decision-makers, with recommended fixes and whether independent penetration testing is warranted.

GMTWhat we manage

Scoping call and access to code or environments
Configuration and code-level review
Prioritized findings with recommended fixes
Remediation support if desired
Optional coordination of independent penetration testing
Path into Managed Vibe Coding operation

A review is not a certification, warranty or guarantee that an application is free of vulnerabilities. Scope and deliverables are agreed in writing before work begins.

FAQCommon questions

Is this a penetration test?

No. A review examines design, configuration and code. Penetration testing by an independent firm is a separate, authorized activity we can coordinate.

Do you need our source code?

Usually yes, along with read access to relevant configuration. Never send credentials through the website form; we arrange secure access during scoping.

The humans your AI calls for tech support

Request a security review for your app.

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