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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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FEATURED USE CASE

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.

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ai creating code

Use cases

Our use cases highlight the key areas your organization can tackle to achieve high quality, secure code at scale.

USE CASE

High quality code in the age of generative AI

Creating maintainable, reliable, and secure software requires high-quality code, regardless of the origin, whether human-written or machine-generated.

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FEATURED SONAR ARTICLE

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.

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code has issues in development lifecycle

Sonar articles

Thought leadership pieces covering important facets of the developer industry.

FEATURED DEVELOPER GUIDE

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.

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code has bugs, smells, and security issues

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

Image for The architecture gap: Why your code becomes hard to change
Blog post

The architecture gap: Why your code becomes hard to change

Stop the "silent killer" of engineering velocity. Learn what architectural drift is, why those quick code shortcuts lead to massive technical debt, and how to bridge the gap between your whiteboard designs and your actual codebase.

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Image for Code generation tradeoffs: A comparison of Claude Opus 4.5 and 4.6
Blog post

Code generation tradeoffs: A comparison of Claude Opus 4.5 and 4.6

We recently ran a small experiment to see how Claude Opus 4.5 and the newer Opus 4.6 handled a specific backend task. The goal wasn't to see which one was necessarily better, but to understand the differences in their coding styles.

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Blog post

Thoughts on Claude Code Security

This blog post aims to explain what Claude Code Security is (recognizing few details are currently available), and how enterprises and developers should think about its role in their cybersecurity toolchain.

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