Price target

500-1,500 USD

Payment is confirmed before any custom review starts. The review is written and async by default.

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Buyer fit

Builder using AI-generated code.
Small team preparing a risky module for release.
Founder who needs a written remediation roadmap before more AI coding.

Deliverables

Architecture and maintainability scorecard.
Security and data-handling risk notes.
Test coverage gaps.
Top remediation items ranked by severity.
Release readiness recommendation.

Boundaries

No exploit development.
No out-of-scope security testing.
No production access.
No warranty that all defects are found.

Important limitation

No guaranteed revenue, cost savings, model accuracy, security outcome, compliance result or defect coverage. Do not send credentials, production access, regulated data or private customer data unless there is a separate approved agreement and appropriate permissions.