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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 Arbitrary code execution and Claude Code CLI: How Claude executed code before you click 'trust'
Blog post

Arbitrary code execution and Claude Code CLI: How Claude executed code before you click 'trust'

We discovered different ways an untrusted folder can execute arbitrary code in Claude Code before the user is prompted with the trust dialog, allowing for potential compromise when cloning untrusted projects!

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Image for GPT-5.5’s biggest blind spot: the Java bugs your tests won’t catch
Blog post

GPT-5.5’s biggest blind spot: the Java bugs your tests won’t catch

Sonar’s LLM Leaderboard reveals concurrency bugs in AI generated Java code that pass tests but break in production due to thread timing issues.

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Image for When linting is not enough
Blog post

When linting is not enough

Is linting enough for AI-generated code? Discover why deep static analysis, control flow, and taint analysis are critical to preventing vulnerabilities and architectural decay in agent-centric development.

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