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Podcast Episode

Episode 120. Hidden Production Risks in AI-Built Applications

Digital Insights by Shakuro··20 September 2026·24 min

About this episode

The podcast highlights the operational and security risks associated with software created through artificial intelligence.While AI tools significantly accelerate the initial building phase, the discussion warns that they often produce fragile infrastructure, such as flawed data models, inconsistent user interfaces, and critical security vulnerabilities. The podcast outlines a comprehensive audit checklist to help founders transition from a functional prototype to a stable, production-ready product. This includes verifying access controls, testing third-party integration reliability, and addressing "UX debt" caused by non-uniform design.To ensure full transparency and comply with podcasting service guidelines, this episode is entirely created using AI-generated voices, based on original content provided by Shakuro.Read the full article here: https://shakuro.com/blog/hidden-production-risks-ai-built-apps