Thought Artisan

Jan 23, 2026 · Industry Insights

What Capabilities Will Software Need When AI Generates Apps On-Demand?

The article argues that in a future where AI generates apps on demand, three core capabilities are essential to manage inherent uncertainty: automated testing from functional specs, runtime safety sandboxes for isolation and permissions, and AI-driven UI generation that replaces traditional UX design, enabling self-compiling, self-verifying, self-sandboxed, self-observing, and self-destructing software.