Languages & frameworks
GPT-5.5’s biggest blind spot: the Java bugs your tests won’t catch
Sonar’s LLM Leaderboard reveals concurrency bugs in AI generated Java code that pass tests but break in production due to thread timing issues.
Read article >
Your AI can write Java 25 right with SonarQube
As AI code improves, bugs become harder to spot. Learn Java 25 risks and how SonarQube identifies critical issues before they ship.
Read article >
Mastering FastAPI quality standards with SonarQube
Learn how to master FastAPI quality standards with SonarQube to improve code quality and code security, reduce technical debt, and build secure Python APIs.
Read article >
Code standards for resilient Flask web applications
Build resilient Flask APIs with strong code quality and security standards. Reduce technical debt and catch vulnerabilities early with SonarQube.
Read article >
PyTorch tensors, neural networks and Autograd: an introduction
This guide is designed to demystify PyTorch's core components, providing you with a solid understanding of how it empowers the creation and training of sophisticated machine learning models.
Read article >
Python Machine Learning: Care & Quality for Developers
This post will discuss machine learning (ML) in Python, examining the unique considerations for application developers as AI's role in everyday software continues to expand.
Read article >