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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 Seven indicators your codebase is unmanageable
Blog post

Seven indicators your codebase is unmanageable

This article outlines seven indicators of an unmanageable codebase and details how continuous, automated code review using SonarQube provides the mandatory data metrics for diagnosis, quantitative prioritization, and remediation, transforming the management of code quality issues from a severe burden into a strategic investment.

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Image for Introducing architecture in SonarQube
Blog post

Introducing architecture in SonarQube

Today, we are announcing a transformative step forward to help teams manage their software at a higher level, with the addition of architecture capabilities in SonarQube.

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Image for New data on code quality: GPT-5.2 high, Opus 4.5, Gemini 3, and more
Blog post

New data on code quality: GPT-5.2 high, Opus 4.5, Gemini 3, and more

Today, we are making all evaluations available in a new Sonar LLM leaderboard and sharing our latest findings on GPT-5.2 High, GPT-5.1 High, Gemini 3.0 Pro, Opus 4.5 Thinking, and Claude Sonnet 4.5.

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