CodeScene Resource Hub

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Thought leadership blog

Explore CodeScene's New Code Coverage Feature

Visualize code coverage across your projects, identify testing gaps, and get actionable recommendations to improve code quality where it ma...

CodeScene Team

June 16, 2025

Code Quality

What is Static Code Analysis?

In this article, we’ll explore different kinds of static analyses and what they are good for.

Joseph Fahey

May 13, 2025

Code Quality

Use Guardrails for AI-Assisted Coding

AI-assisted coding is still in its early stages. This article explores the immediate and future impacts of integrating AI assistants into t...

Adam Tornhill

March 03, 2025

AI Coding

Research and Whitepapers

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Advancing the state of AI-automated code improvements

This whitepaper assesses AI models' code refactoring capabilities, highlighting a 37% functional correctness rate. Our novel fact-checking method improves AI-generated refactorings to 98% precision.

Code Red: Business impact of code quality

This study elevates code quality to the business level by putting numbers on the impact of unhealthy code. Key findings showed that healthy code had 15 fewer defects and features could be implemented twice as fast.

Business impact of technical debt

This paper presents an approach to calculating, visualizing, and communicating the costs of technical debt. As shown in this paper, a typical development organization can increase their feature delivery efficiency by at least 25% by managing technical debt.

Use cases

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Use case

Manage technical debt

Manage technical debt with CodeScene's behavioral code analyses. Get a prioritized list of refactoring targets that will give you the biggest return on investment.

Use case

Automate code reviews

Integrate CodeScene's Delta Analysis with pull requests to provide feedback and detect code quality issues via an automated code review. Incorporate quality gates and an early feedback loop into your build pipeline.

Use case

SonarQube alternatives

Avoid wasting time on issues that aren't urgent or relevant. With CodeScene, you'll never get 5000 warnings. Limit false positives to what's actionable.

Next events

After work event

May 8, 2025

May

Faster Coding, Bigger Problems – The Critical Safeguards for AI-Assisted Coding

The Point, Hyllie, Malmö (28th floor) at 17:00

Latest videos

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Tutorial: Automated Code Reviews with CodeScene's Pull Request integration

CodeScene integrates with pull requests to provide feedback and detect code quality issues via an automated code review. It's a popular integration that helps development teams by serving as a quality gate and early feedback loop. This video explains how to enable the integration and how it works.

Technical Debt: Identify, Visualize and Manage Based on Impact

In this tutorial you'll quickly understand how you can visualize codebases of any size and pinpoint technical debt using Hotspot Maps. You will learn how to: - Identify modules where you spend most of your development time and where the majority of work is happening.