Unhealthy code is burning your token usage - here's the data
New research shows agents consume up to 50% more tokens on unhealthy code. Here's what the data reveals and how to mitigate the...
Blog
Deep dives into code quality, architecture, and cutting-edge development strategies.Agentic AI Coding: Best Practice Patterns for Speed with Quality
How CodeScene’s Code Health and MCP tools turn agentic speed into sustainable engineering practices.
Making Legacy Code AI-Ready: Benchmarks on Agentic Refactoring
Benchmarks and use cases for agentic refactoring with the CodeScene CodeHealth MCP Server.
CodeScene Receives Best Paper Award at the International Conference on Technical Debt
CodeScene awarded Best Paper at the 7th International Conference on Technical Debt 2024 for groundbreaking insights in the field...
From Tech Debt to Triumph: How Refactoring Speeds Development by 43%
In this article, we’ll use a statistical model that translates Code Health scores into tangible business value – faster...
6X improvement over SonarQube - Raising the Maintainability bar
CodeScene surpasses SonarQube by 6 times on the public software maintainability dataset, scoring 83% vs. SonarQube's 13.3% using...
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Announcement: Deterministic PR Refactoring Agents
AI Coding
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Unhealthy code is burning your token usage - here's the data
Code Quality
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Making Legacy Code AI-Ready: Benchmarks on Agentic Refactoring
Code Quality
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Agentic AI Coding: Best Practice Patterns for Speed with Quality
Code Quality
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Strengthening the Inner Developer Loop: Turn AI Into a Reliable Engineering Partner
Code Quality
- Human, What Must I Tell You? Research
- Requirements on Technical Debt: Dare to Specify Them! Research
- Requirements for Organizational Resilience: Engineering Developer Happiness Research
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The Bumpy Road Code Smell: Measuring Code Complexity by its Shape and Distribution (Clone)
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Architectural Analysis Simplified and growing Programming Language support
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- Base 64 - padding and URLs Tutorials
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Change coupling: visualize the cost of change
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Code Health Trends Reworked
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- Code Health: simple ways to avoid complexity Software Engineering
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Visualize team-code alignment: reverse engineer your organization from version-control
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Visualize the impact of (automated) code reviews
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Visualize Microservice Dependencies in a Team Context
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Use CodeScene's CI/CD Quality Gates to Manage Technical Debt with Positive Reinforcement
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Under the Hood: Prioritizing Technical Debt in React
Tutorials
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The technical interview rethought: an approach to evaluate communication and code comprehension
Software Engineering
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The Day I Parsed A Monster
Software Engineering
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Tech Debt - prioritize technical debt with CodeScene
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- Refactoring Recommendations Product
- Refactoring components in React with custom hooks Refactoring
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Minimize On- and Off-Boarding Risks
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Migrating from TFS to Git: How to Run CodeScene on TFS Projects
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Meet the Branch Measures: Behavioral Code Analysis Predicts Delivery Risks
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How to Manage Technical Debt with Auto-Supervised Goals
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Feature Toggles are Technical Debt, but still great
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- Example of a functional programming refactoring pattern Tutorials
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Early Warnings for Future Maintenance Problems
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CodeScene's IDE Extension brings CodeHealth™ Analysis directly into your editor
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CodeScene SaaS with BitBucket Hosting
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CodeScene in your Continuous Integration Pipeline
CI/CD Pipeline
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Announcing Code Health support for the Rust Programming Language
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Announcement: Code Health Metrics for the BrightScript Language
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Analyse Pair and Mob Programming Patterns
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AI Coding Assistants: Introducing CodeScene AI Generated Code Refactoring
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A Project Management Software that Understands Code
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- A performance optimization workflow - Clojure Tutorials
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CodeScene Momentum Leader in G2 Summer 2025 Reports
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New Codility–CodeScene Partnership Brings CodeHealth™ into Technical Assessments
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Explore CodeScene's New Code Coverage Feature
Code Quality
- What is Static Code Analysis? Code Quality
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Use Guardrails for AI-Assisted Coding
AI Coding
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AI vs. Code Maintainability: Extending Cursor with Automated Code Reviews
AI Coding
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Your Team’s Automated Defense Against Technical Debt
Technical Debt
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From Tech Debt to Triumph: How Refactoring Speeds Development by 43%
Research
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CodeScene Now Available on AWS Marketplace
Company News
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Conflux and CodeScene Announce Strategic Partnership
Company News
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Wouldn’t It Be Great If You Could Automatically Pay Down Technical Debt Using AI?
AI Coding
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Use Guardrails for AI-Assisted Coding
AI Coding
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CodeScene is a proud partner of Lund University and Vinnova's NextG2Com Competence Center
Company News
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University of Antwerp uses CodeScene in Re-engineering Course
Refactoring
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CodeScene helps identify technical risk and prioritize actions to mitigate it
Code Quality
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Ework Group uses CodeScene to Navigate Challenges of Distributed Software Development
Team Dynamics
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Luminare prevents developer burnout and improved code quality
Team Dynamics
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CodeScene Receives Best Paper Award at the International Conference on Technical Debt
Company News
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What is technical debt? Let's explore!
Technical Debt
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CodeScene Named Spring 2024 High Performer by G2
Company News
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6X improvement over SonarQube - Raising the Maintainability bar
Research
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CodeScene is a proud sponsor of Pink Programming
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Introducing CodeScene's new CLI Tool
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Visualize Conway's Law in your Codebase
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Lydia Nicoll enters as CodeScene's new Chief Marketing Officer
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CodeScene Raises €7.5 Million in a Financing Round
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Code Quality: Debunking the Speed vs Quality Myth with Empirical Data
Code Quality
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Reduce Technical Debt: Strategies to Safeguard Your Organization from its Debilitating Impact
Technical Debt
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Adam Tornhill, Founder of CodeScene joins Forbes Technology Council
Company News
- Differences between a startup and an enterprise - a QA perspective Company News
- How is technical debt related to progress? Technical Debt
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We've recruited Markus Borg as Principal Researcher to lead company’s research efforts
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What can software developers learn from offender profiling?
Team Dynamics
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Code quality: measuring the business impact of unhealthy code
Code Quality
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How CodeScene Differs From Traditional Code Analysis Tools
Code Quality
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ISO/IEC 27001 accredited - Your code is safe with us!
Company News
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CodeScene one of the 50 finalists in Techarenan Challenge 2021
Company News
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Meet the three Code Health KPIs: a unique profile of each codebase
Code Quality
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Techarenan names CodeScene as a Nordic rising star
Company News
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Managing technical debt: measure the impact and prioritize improvements guided by development data
Technical Debt
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Predicting Security Vulnerabilities with Behavioral Code Analysis
Code Quality
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Evaluate Code Quality at Scale
Code Quality
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Interview with Edward Cattermole, CFO Codescene
Company News
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Interview with Stephen Marikkar, Customer Success Manager Codescene
Company News
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Measure the Code Health of your Codebase: a continuous feedback loop for engineering decisions based on data
Code Quality
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Guide Refactoring by Data
Refactoring
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Measure Conway's Law with CodeScene
Team Dynamics
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Tech Debt Management: Communicate the Effects of Technical Improvements to Non-Technical Stakeholders
Technical Debt
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CodeScene joins the GitHub Student Developer Pack
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How Healthy is Your Codebase? Introducing Code Health and Biomarkers for Software
Code Quality
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Predicting Code Quality Issues Before They Happen: A Minority Report for Code
Code Quality
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How Does CodeScene Compare To Static Code Analysis and SonarQube?
Code Quality
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Better than silver bullets: A milestone for behavioral code analysis
Code Quality
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Visualize Brooks's Law: When more people make a late software project later
Team Dynamics
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Managing Technical Debt With Augmented Code Analysis
Technical Debt
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CodeScene: The First Three Years of a Bootstrapped Startup
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CodeScene in Research
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Press Release: the Swedish king Carl XVI Gustaf visits CodeScene
Company News
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The Cost of Code: Bridging the Gap between Tech and Business
Code Quality
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Software (r)Evolution (Part 4)
Code Quality
Evaluate Code Quality at Scale
The impact of code quality is context specific. This article shows how code quality can be evaluated and visualized based on...
Measure the Code Health of your Codebase: a continuous feedback loop for engineering decisions based on data
Code Health scale goes from 10, healthy code that’s relatively easy to understand and evolve, down to 1, which indicates code with...
How Healthy is Your Codebase? Introducing Code Health and Biomarkers for Software
The code health score lets you identify and measure technical debt. Know your hotspots and the direction your code is moving in....
Predicting Code Quality Issues Before They Happen: A Minority Report for Code
The importance of Code Quality and how Code Quality issues can be predicted before the code is even written. Find real, growing...
How Does CodeScene Compare To Static Code Analysis and SonarQube?
CodeScene's behavioral code analysis helps in prioritizing technical debt. According to recent research, the results outperform...
Better than silver bullets: A milestone for behavioral code analysis
Behavioral code analysis identifies patterns in how a development organization interacts with the codebase they are building.
The Cost of Code: Bridging the Gap between Tech and Business
Use data to motivate investments in software quality. Measure your Software Cost Metrics and visualize how development activity...
Software (r)Evolution (Part 4)
In this article we'll explore how software evolution helps us make sense of large codebases.
Software (r)Evolution (Part 1)
Evolution is a series of articles that explore novel approaches to understanding and improving large-scale codebases.