WHITE PAPERS
Read and download our in-depth articles on code quality
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.
Safeguarding AI-generated code at scale
Learn the evolving AI‑code risk landscape and a practical governance model that normalizes AI as a trusted input from commit to release—so you can move faster with greater security, compliance, and confidence.
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GigaOm AST Radar
Discover why GigaOm placed Sonar at the forefront of the Application Security Testing market.
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IDC report
In a new report, leading analyst firm IDC examines how Sonar unites code quality and security with Sonar Advanced Security.
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The Coding Personalities of Leading LLMs
Sonar analyzed code from five leading LLMs to reveal their true coding personalities. Discover which models create high-quality code—and which introduce critical risks into your codebase.
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451 Research report
This 451 Research report explores software development in the AI era, highlighting Sonar's developer-first approach.
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7 habits of highly effective AI coding
Dive into the seven critical habits that enable developers and leaders to achieve smarter, more confident, and ultimately, safely adopt AI in software development.
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The State of Code: Languages report
Sonar’s fourth report in The State of Code series provides a data-driven look into the most common issues found in today’s top programming languages.
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The State of Code: Maintainability report
Sonar’s third report in The State of Code series provides a data-driven look into the maintainability practices and pitfalls found across 7.9 billion lines of code from over 970,000 developers who trust Sonar for analysis.
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The State of Code: Security report
Sonar’s second report in The State of Code series provides a data-driven look into the practices and pitfalls found across 7.9 billion lines of code from over 970,000 developers who trust Sonar for analysis.
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7 habits of highly effective AI coding
AI is transforming development, but are you getting real velocity? Despite AI generating 30%+ of new code at companies like Google, productivity gains are often minimal.
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The State of Code: Reliability report
Sonar’s first report in its State of Code series provides a data-driven look into the practices and pitfalls found across 7.9 billion lines of code from over 970,000 developers who trust Sonar for analysis.
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SonarQube for Federal Agencies: A Guide to Complying with AI Policies in Code Development
This guide will explore the key requirements of each memorandum and show how SonarQube delivers practical, actionable solutions for federal agencies using AI in their code development processes.
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