IcebergQA is deliberately designed to catch issues specific to AI-Generated Code and Apps. AI-generated code has unique patterns and pitfalls that traditional testing tools often miss.
AI models sometimes generate code that looks correct but references non-existent APIs, libraries, or methods that don't actually exist in the specified version.
AI-generated code may include incorrect package versions, missing imports, or incompatible library combinations that cause runtime failures.
AI code often lacks proper input validation, authentication checks, or follows insecure patterns that create vulnerabilities in production.
AI-generated code frequently includes inefficient algorithms, unnecessary database queries, or memory leaks that degrade application performance.
AI code often lacks comprehensive error handling, missing edge cases, or fails to gracefully handle unexpected inputs and failures.
AI-generated UIs frequently miss ARIA labels, keyboard navigation, screen reader support, and other accessibility requirements.
AI-generated layouts often break on mobile devices, have fixed widths, or fail to adapt properly across different screen sizes.
AI code may have race conditions, stale state, or improper state synchronization that causes UI inconsistencies and bugs.
AI-generated code can be produced faster, so coverage needs to be faster and more comprehensive to keep pace with rapid development cycles.
Transparent pricing you can configure to your needs. We know testing is highly varied—choose the shots and frequency that work for you. Base is $495 per weekly One-Shot.
AI testing plus expert review. Zero-Shot foundation included.
Consult with Jason and Phil
Guiding QA leaders through the practical transition to AI-augmented quality practices.
Save weeks, and get back to coding. Start with IcebergQA today.
IcebergQA