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Tackle quality, risk, and productivity using SonarQube
Browse our top use cases tailored to your needs and all the ways you can get more out of Sonar.
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High quality code in the age of generative AI
Generative AI is trained using human code, at higher volumes and faster speeds, and its output includes all the same issues as human-created code. To maximize the advantages of generative AI in coding, developer teams need robust DevOps processes, reporting, and metrics that focus on code quality, security, and reliability.

Use cases
Our use cases highlight the key areas your organization can tackle to achieve high quality, secure code at scale.
Modern DevOps transformation begins with static code analysis
The landscape of software development is continually evolving, and at the forefront of this evolution is DevOps – a methodology that combines software development (Dev) with IT operations (Ops) to shorten the development lifecycle and provide continuous delivery with high software quality. However, challenges arise from inefficient processes to inadequacies in maintaining the balance between speed, quality, and security. The crux of solving these problems may lie in innovative tools and practices, notably Sonar static code analysis solutions.

Sonar articles
Thought leadership pieces covering important facets of the developer industry.
Technical Debt Developer's Guide
Technical debt refers to the future costs of rework or maintenance that arise from prioritizing speed and short cuts over code quality in software development, with the debt accumulating over time and requiring resources to be paid off, making it crucial to address and minimize from the start of a project. Technical debt and its many facets can have a significant impact on software development lifecycles.

Developer Guides
Core topics for developers focusing on code quality, security, and main tenets of the DevOps CI/CD workflow.
Resources and news
The latest from Sonar

Why a second, independent verification loop is critical for using Fable 5
Learn why Fable 5 still needs independent verification and how deterministic checks catch risks that self verification can miss.
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Loop engineering without verification is just automation
Explore how LLM reviewers and deterministic checks work together to keep coding agent loops from shipping unfinished code.
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Testing Claude Fable 5: Built a Java Module & a Security Flaw
Claude Fable 5 built a Java REST module in 13 minutes, but SonarQube uncovered a high severity security flaw and test coverage gaps.
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