WHAT WE'RE BUILDING / EARLY EXPLORATION
A closer look at AI-built software.
AI-Built App Audit is a working concept exploring the reliability, security and production readiness of AI-built applications.
We’re learning from potential users. There is no publicly launched product or automated audit platform today.
I'm InterestedQUESTIONS, NOT PRODUCT CLAIMS
Working ≠ ready.
What could be exposed?
What might be fragile?
What needs attention first?
Understand / Assess / Prioritize
THE PROBLEM
Working is only the beginning.
AI-assisted development makes it easier to create an application. Understanding the security, architecture and operational risks can be harder—especially without deep engineering experience.
WHO MIGHT BENEFIT
Founders building with AI
People turning ideas into software who want to understand what they are shipping.
Small product teams
Teams looking for a clearer view of risks before a wider release.
Businesses testing new tools
People assessing an application before relying on it in day-to-day work.
POTENTIAL AREAS OF FUNCTIONALITY
What we’re investigating.
These are possible capabilities under exploration—not launched features, guaranteed scope or an automated service available today.
01 / Security and data exposure checks
Where could sensitive information or application data be at risk?
02 / Architecture and code quality assessment
What might affect maintainability, reliability or the ability to evolve?
03 / Authentication and integration reviews
How are identities, permissions and connected services handled?
04 / Production-readiness evaluation
What needs attention before the application is relied on in the real world?
05 / Prioritized recommendations
How could findings become a practical, understandable set of next steps?
PRODUCT INTEREST / SHARE YOUR PERSPECTIVE
Help shape what comes next.
Building with AI? Tell us what you’re creating and where you feel uncertain. Your perspective can help us understand the problems worth solving.
We’re looking to learn from potential users and identify possible early adopters. Sharing your interest does not guarantee early access or a launch date.
Please don’t include passwords, source code or sensitive application data.