Sonar's latest blog posts
The Coding Personalities of Leading LLMs
Make smarter AI adoption decisions with Sonar's latest report in The State of Code series. Explore the habits, blind spots, and archetypes of the top five LLMs to uncover the critical risks each brings to your codebase.


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.
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Introducing Scoped Organization Tokens for SonarQube Cloud
Secure your CI/CD pipelines with SonarQube Cloud's Scoped Organization Tokens (SOT). A resilient, user-decoupled way to manage authentication and prevent broken builds.
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SonarQube Server 2025.5: accelerate time to market, fortify supply-chains, develop more efficiently
SonarQube Server 2025.5 addresses critical needs in modern software development, from cloud-native efficiency and supply-chain security to compliance and developer experience.
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Day in the Life: Expanding Sonar into LATAM as a Country Manager
Let's dive in and learn about his drive to expand Sonar's presence in Latin America, what a typical day looks like, and what fuels his passion both in and out of the office.
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Code Security for Conversational AI: Uncovering a Zip Slip in EDDI
Learn how SonarQube identified a Zip Slip vulnerability (CVE-2025-32779) in EDDI, an open-source conversational AI middleware.
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SonarQube Advanced Security now available: developer-first security for all code
Sonar is thrilled to announce a major leap forward: the General Availability (GA) of SonarQube Advanced Security! Building on the foundation trusted by over 7 million developers and 400,000 organizations for industry-leading code quality analysis, SonarQube now delivers the first fully integrated solution for developers to find and fix both code quality and code security issues across their entire codebase.
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Quality assurance in the AI era: a leadership imperative, according to S&P Global Market Intelligence
In the rapidly evolving AI era, technology leaders are facing a fundamental shift in how code is created, validated, and governed.
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Analysis evidence from SonarQube now available in JFrog AppTrust
By integrating SonarQube's industry-leading automated code review with JFrog's new AppTrust governance platform, together we are providing the essential framework for software engineering teams to embrace AI-driven speed without compromising on control.
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Deploying SonarQube on Kubernetes with Helm Charts
By using a Helm Chart to deploy SonarQube Server, teams can quickly provision a production-ready SonarQube Server instance with minimal configuration while adopting best practices for scalability, security, and maintainability.
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How reasoning impacts LLM coding models
This report provides a deep dive into GPT-5’s four reasoning modes—minimal, low, medium, and high—to understand the impact of increased reasoning on functional correctness, code quality, security, and cost.
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Diving into the 3 traits that define your LLM’s coding personality
Our recent “State of code” report moved beyond traditional benchmarks to understand the full mosaic of an LLM's capabilities. The research revealed that while leading models share common strengths and flaws, each has a unique style.
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