Healthy code needs 22 to 35% fewer tokens for agentic code review
A pre-registered study shows what unhealthy code costs AI agents to review. See the numbers and the limits.
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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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Example of a functional programming refactoring pattern
In this post we'll demonstrate an example of a functional refactoring pattern.
What is Static Code Analysis?
In this article, we’ll explore different kinds of static analyses and what they are good for.
How is technical debt related to progress?
How is technical debt related to progress? I would suggest that they require us to consider progress in software projects in two...