DeveloperWeek Management 2024 + AI DevSummit 2024 (+ DW Europe/LATAM 2024)

Axel Lonnfors, Metabob, COO

The session will cover our technology and approach to static code analysis using a combination of graph neural networks and large language models. The approach comes with certain advantages compared to only analyzing code with LLMs or the more traditional solutions like SonarQube which are based on programming rules. The advantages include the ability to analyze an unlimited amount of code at once, focus on predicting problems that will normally occur during run-time, and superior contextual and logical understanding of the analyzed codebase. For example, can detect code regions that are likely to lead to memory leaks, race conditions, memory allocation issues, unhandled edge cases, and hundreds of others right on the developers' IDEs or during the CI/CD process.