Technical Whitepapers

The AI Code Testing Imperative

Why Organizations Generating AI Code at Scale Require Autonomous Testing Infrastructure

An analysis of how AI-generated code is creating a quality crisis and why autonomous testing infrastructure is now essential. Based on industry research showing 41% of code is now AI-generated and a $2.41 trillion annual cost of poor software quality.

• 41% of code is now AI-generated, creating unprecedented testing demands
• Traditional testing cannot scale with AI code velocity (256B lines in 2024)
• Frontier AI models (72%+ SWE-bench) are now production-ready for autonomous testing