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Oliver Strömbergstarted a discussion
CodeScene CodeHealth MCP Server - 30 Days Free Trial
Did you know that you can try out CodeScene's CodeHealth MCP server for free? Your AI generated code will be safeguarded within minutes and you find all you need to get started here.
Oliver Strömbergleft a comment
One thing we found in our research is that AI tends to struggle the most in already complex, low CodeHealth codebases, it doesn’t just generate code, it amplifies existing issues. We found that there's a 60% higher defect risk when applying AI coding tools to unhealthy Code. Here is a link to our whitepaper that is based on the research paper linked above. Curious, how are you validating code...
CodeHealth MCP Server by CodeSceneKeep AI-generated code healthy and maintainable
CodeHealth MCP Server ensures agents and AI coding assistants write maintainable, production-ready code without introducing technical debt. Using deterministic CodeHealth feedback, it guides agents to spot risks, improve unhealthy code, and refactor toward clear quality targets. Run it locally and keep full control of your workflow while making legacy systems more AI-ready. The result is more reliable AI-generated code, safer refactoring, and greater trust in real engineering workflows.
CodeHealth MCP Server by CodeSceneKeep AI-generated code healthy and maintainable