Healthy code needs 22 to 35% fewer tokens for agentic code review
Does code quality affect AI token costs? A pre-registered study of 465 agent-authored pull requests links Code Health to the token...
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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.
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Deep dives into code quality, architecture, and cutting-edge development strategies.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...
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...
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Healthy code needs 22 to 35% fewer tokens for agentic code review
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Healthy code needs 22 to 35% fewer tokens for agentic code review
Does code quality affect AI token costs? A pre-registered study of 465 agent-authored pull requests links Code Health to the token...
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