Metabob revolutionizes AI code analysis and optimization through innovative applications of cutting-edge technology. In this insightful session, Dave Vellante of SiliconANGLE Media hosts Axel Lönnfors, chief operating officer at Metabob, at the Rosewood for theCUBE + NYSE Wired event. Lönnfors discusses advancements in AI code analysis, providing a glimpse into Metabob's use of graph neural networks to streamline code optimization and refactor substantial legacy systems. The Metabob platform leverages AI by integrating graph neural networks with large language models, effectively modernizing and detecting anomalies within extensive codebases. Co-hosted by theCUBE Research, the discussion explores how Metabob’s capabilities assist companies, ranging from government agencies to Fortune 500 firms, in managing their technical debt. Lönnfors details the enterprise-driven approach and the journey towards achieving product-market fit. Key insights from the conversation include the importance of accurate anomaly detection and automated fixes for maintaining operational efficiency. Lönnfors emphasizes Metabob’s unique position, highlighting its focus on preserving code context to prevent issues such as 502 errors. They assert that customer satisfaction and value delivery remain the company's guiding principles, steering Metabob towards greater integration into AI-driven development environments.