Case Study: Refactoring at Scale with Agents
A legacy uplift that would traditionally have been a 12–18 month, high-risk engineering project was completed in three weeks of...
Adam Tornhill is a programmer who combines degrees in engineering and psychology. He’s the founder and CTO of CodeScene where he designs tools for code analysis. Adam is also a recognized international speaker and the author of multiple technical books, including the best selling Your Code as a Crime Scene and Software Design X-Rays. Adam’s other interests include modern history, music, retro computing, and martial arts.
Blog
Deep dives into code quality, architecture, and cutting-edge development strategies.Unhealthy Code is Burning Your Token Usage - Here's the Data
New research shows agents consume 35-45% more tokens on unhealthy code. Here's what the data reveals and how to mitigate the...
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.
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...
More news
-
Case Study: Refactoring at Scale with Agents
Code Quality
-
Why AI Coding Agents Need a Deterministic Code Health Gate
Code Quality
-
CodeHealth as a Prerequisite and Compass for Coding Agents
AI Coding
.png)
-
Announcement: Deterministic PR Refactoring Agents
AI Coding
-
Unhealthy Code is Burning Your Token Usage - Here's the Data
Code Quality
-
Making Legacy Code AI-Ready: Benchmarks on Agentic Refactoring
Code Quality
-
Agentic AI Coding: Best Practice Patterns for Speed with Quality
Code Quality
-
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
-
The Bumpy Road Code Smell: Measuring Code Complexity by its Shape and Distribution (Clone)
-
Architectural Analysis Simplified and growing Programming Language support
Product
- Base 64 - padding and URLs Tutorials
-
Change coupling: visualize the cost of change
Product
-
Code Health Trends Reworked
Product
- Code Health: simple ways to avoid complexity Software Engineering
-
Visualize team-code alignment: reverse engineer your organization from version-control
Product
-
Visualize the impact of (automated) code reviews
Product
-
Visualize Microservice Dependencies in a Team Context
Product
-
Use CodeScene's CI/CD Quality Gates to Manage Technical Debt with Positive Reinforcement
Product
-
Under the Hood: Prioritizing Technical Debt in React
Tutorials
-
The technical interview rethought: an approach to evaluate communication and code comprehension
Software Engineering
-
The Day I Parsed A Monster
Software Engineering
-
Tech Debt - prioritize technical debt with CodeScene
Product
- Refactoring Recommendations Product
- Refactoring components in React with custom hooks Refactoring
-
Minimize On- and Off-Boarding Risks
Product
-
Migrating from TFS to Git: How to Run CodeScene on TFS Projects
Tutorials
-
Meet the Branch Measures: Behavioral Code Analysis Predicts Delivery Risks
Product
-
How to Manage Technical Debt with Auto-Supervised Goals
Product
-
Feature Toggles are Technical Debt, but still great
Product
- Example of a functional programming refactoring pattern Tutorials
-
Early Warnings for Future Maintenance Problems
Product
-
CodeScene's IDE Extension brings CodeHealth™ Analysis directly into your editor
Product
-
CodeScene SaaS with BitBucket Hosting
Product
-
CodeScene in your Continuous Integration Pipeline
CI/CD Pipeline
-
Announcing Code Health support for the Rust Programming Language
Product
-
Announcement: Code Health Metrics for the BrightScript Language
Product
-
Analyse Pair and Mob Programming Patterns
Product
-
AI Coding Assistants: Introducing CodeScene AI Generated Code Refactoring
AI Coding
-
A Project Management Software that Understands Code
Product
- A performance optimization workflow - Clojure Tutorials
-
CodeScene Momentum Leader in G2 Summer 2025 Reports
Company News
-
New Codility–CodeScene Partnership Brings CodeHealth™ into Technical Assessments
Company News
-
Explore CodeScene's New Code Coverage Feature
Code Quality
- What is Static Code Analysis? Code Quality
-
Use Guardrails for AI-Assisted Coding
AI Coding
-
AI vs. Code Maintainability: Extending Cursor with Automated Code Reviews
AI Coding
-
Your Team’s Automated Defense Against Technical Debt
Technical Debt
-
From Tech Debt to Triumph: How Refactoring Speeds Development by 43%
Research
-
CodeScene Now Available on AWS Marketplace
Company News
-
Conflux and CodeScene Announce Strategic Partnership
Company News
-
Wouldn’t It Be Great If You Could Automatically Pay Down Technical Debt Using AI?
AI Coding
-
Use Guardrails for AI-Assisted Coding
AI Coding
-
CodeScene is a proud partner of Lund University and Vinnova's NextG2Com Competence Center
Company News
-
University of Antwerp uses CodeScene in Re-engineering Course
Refactoring
-
CodeScene helps identify technical risk and prioritize actions to mitigate it
Code Quality
-
Ework Group uses CodeScene to Navigate Challenges of Distributed Software Development
Team Dynamics
-
Luminare prevents developer burnout and improved code quality
Team Dynamics
-
CodeScene Receives Best Paper Award at the International Conference on Technical Debt
Company News
-
What is technical debt? Let's explore!
Technical Debt
-
CodeScene Named Spring 2024 High Performer by G2
Company News
-
6X improvement over SonarQube - Raising the Maintainability bar
Research
-
CodeScene is a proud sponsor of Pink Programming
Company News
-
Introducing CodeScene's new CLI Tool
-
Visualize Conway's Law in your Codebase
-
Lydia Nicoll enters as CodeScene's new Chief Marketing Officer
Company News
-
CodeScene Raises €7.5 Million in a Financing Round
Company News
-
Code Quality: Debunking the Speed vs Quality Myth with Empirical Data
Code Quality
-
Reduce Technical Debt: Strategies to Safeguard Your Organization from its Debilitating Impact
Technical Debt
-
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
-
We've recruited Markus Borg as Principal Researcher to lead company’s research efforts
Company News
-
What can software developers learn from offender profiling?
Team Dynamics
-
Code quality: measuring the business impact of unhealthy code
Code Quality
-
How CodeScene Differs From Traditional Code Analysis Tools
Code Quality
-
ISO/IEC 27001 accredited - Your code is safe with us!
Company News
-
CodeScene one of the 50 finalists in Techarenan Challenge 2021
Company News
-
Meet the three Code Health KPIs: a unique profile of each codebase
Code Quality
-
Techarenan names CodeScene as a Nordic rising star
Company News
-
Managing technical debt: measure the impact and prioritize improvements guided by development data
Technical Debt
-
Predicting Security Vulnerabilities with Behavioral Code Analysis
Code Quality
-
Evaluate Code Quality at Scale
Code Quality
-
Interview with Edward Cattermole, CFO Codescene
Company News
-
Interview with Stephen Marikkar, Customer Success Manager Codescene
Company News
-
Measure the Code Health of your Codebase: a continuous feedback loop for engineering decisions based on data
Code Quality
-
Guide Refactoring by Data
Refactoring
-
Measure Conway's Law with CodeScene
Team Dynamics
-
Tech Debt Management: Communicate the Effects of Technical Improvements to Non-Technical Stakeholders
Technical Debt
-
CodeScene joins the GitHub Student Developer Pack
Company News
-
How Healthy is Your Codebase? Introducing Code Health and Biomarkers for Software
Code Quality
-
Predicting Code Quality Issues Before They Happen: A Minority Report for Code
Code Quality
-
How Does CodeScene Compare To Static Code Analysis and SonarQube?
Code Quality
-
Better than silver bullets: A milestone for behavioral code analysis
Code Quality
-
Visualize Brooks's Law: When more people make a late software project later
Team Dynamics
-
Managing Technical Debt With Augmented Code Analysis
Technical Debt
-
CodeScene: The First Three Years of a Bootstrapped Startup
Company News
-
CodeScene in Research
Research
Software (r)Evolution (Part 1)
Evolution is a series of articles that explore novel approaches to understanding and improving large-scale codebases.
The Happy Marriage of Retrospectives and Software Evolution
These days it's probably easier to find a winged unicorn than a software organization who hasn't adopted Agile.