I review existing AI-built web apps to identify technical risks before they reach real users.

This service is useful for apps built quickly with AI-assisted development tools that already work, but need an independent technical review before launch or further growth.

Depending on the scope, I can review areas such as:

• Application architecture and code structure • Authentication and authorization • Database access and data exposure • API and webhook integrations • Secrets and configuration • Error handling and logging • Dependencies and third-party services • Deployment and environment configuration • Reliability and performance risks • Testing gaps and production readiness concerns

The deliverable is a structured review with findings, evidence, severity or priority where appropriate, and recommended next steps.

The goal is not to rebuild the application during the audit. I focus on identifying what is working, what presents risk, and what should be fixed before production.

This is a technical production-readiness review, not a penetration test, compliance assessment, or security certification.

Pricing depends on the size of the application, number of areas reviewed, integrations involved, and depth of the requested audit.