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...
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Dr. Markus Borg leads CodeScene's research, turning evidence-based software engineering into practical impact. A Principal Researcher at CodeScene and Adjunct Associate Professor at Lund University, he focuses on software maintainability, technical debt, and AI-driven software analytics. With 90+ peer-reviewed publications, he is a recognized voice in empirical software engineering, serving on the editorial boards of Empirical Software Engineering and IEEE Software.
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
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Unhealthy code is burning your token usage - here's the data
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Making Legacy Code AI-Ready: Benchmarks on Agentic Refactoring
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Agentic AI Coding: Best Practice Patterns for Speed with Quality
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Strengthening the Inner Developer Loop: Turn AI Into a Reliable Engineering Partner
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Human, What Must I Tell You?
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Requirements on Technical Debt: Dare to Specify Them!
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Requirements for Organizational Resilience: Engineering Developer Happiness
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Architectural Analysis Simplified and growing Programming Language support
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Code Health Trends Reworked
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Visualize team-code alignment: reverse engineer your organization from version-control
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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
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The Day I Parsed A Monster
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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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Feature Toggles are Technical Debt, but still great
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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
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A Project Management Software that Understands Code
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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
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Use Guardrails for AI-Assisted Coding
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AI vs. Code Maintainability: Extending Cursor with Automated Code Reviews
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From Tech Debt to Triumph: How Refactoring Speeds Development by 43%
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CodeScene Now Available on AWS Marketplace
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Conflux and CodeScene Announce Strategic Partnership
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Wouldn’t It Be Great If You Could Automatically Pay Down Technical Debt Using AI?
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Use Guardrails for AI-Assisted Coding
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CodeScene is a proud partner of Lund University and Vinnova's NextG2Com Competence Center
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University of Antwerp uses CodeScene in Re-engineering Course
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CodeScene helps identify technical risk and prioritize actions to mitigate it
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Ework Group uses CodeScene to Navigate Challenges of Distributed Software Development
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Luminare prevents developer burnout and improved code quality
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CodeScene Receives Best Paper Award at the International Conference on Technical Debt
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What is technical debt? Let's explore!
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CodeScene Named Spring 2024 High Performer by G2
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6X improvement over SonarQube - Raising the Maintainability bar
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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
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Reduce Technical Debt: Strategies to Safeguard Your Organization from its Debilitating Impact
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Adam Tornhill, Founder of CodeScene joins Forbes Technology Council
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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?
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Code quality: measuring the business impact of unhealthy code
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How CodeScene Differs From Traditional Code Analysis Tools
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ISO/IEC 27001 accredited - Your code is safe with us!
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CodeScene one of the 50 finalists in Techarenan Challenge 2021
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Techarenan names CodeScene as a Nordic rising star
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Managing technical debt: measure the impact and prioritize improvements guided by development data
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Predicting Security Vulnerabilities with Behavioral Code Analysis
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Guide Refactoring by Data
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Human, What Must I Tell You?
Explore explainable AI for software engineering: from code generation to program repair, discover why explainability is key to...
Requirements on Technical Debt: Dare to Specify Them!
Technical debt slows teams down. Learn how explicit requirements, ISO 5055 standards, and CodeScene’s Code Health can guide...
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Explore how requirements engineering can improve developer wellbeing, resilience, and happiness - leading to sustainable software...