Use cases
Prioritize critical technical debt. Show the business impact of fixing it.
Go beyond static analysis: combine Code Health™ and history of developer activity to identify critical tech debt. Quantify improvements in engineering hours to know exactly which files to fix first.
Empowering the world’s top engineering teams
Built-up debt. Slowed-down delivery.
Your legacy codebase is slowing you down
When the business asks “Can we ship faster?”, technical debt shouldn’t be the blocker. Discover how to regain speed, stability, and confidence in your code.
You can’t refactor everything at once
With limited resources and nonstop firefighting, only so much can be fixed at a time.
Non-tech leaders don’t buy into code-quality fixes
Without clear ROI, every “let’s fix code” pitch gets steamrolled by feature demands.
Static code analysis is not enough to prioritize
They just flags “bad code”. But without historical context, you don't know high-impact areas.
Actionable insights from your code’s behavior
Prioritize, quantify, and fix technical debt
CodeScene uses behavioral code analytics to uncover productivity bottlenecks, highlight high-impact fixes, and help your team maintain quality while delivering features faster.
Refactoring targets
Focus refactoring efforts on codebase areas that matter most
Pinpoint the most complex and frequently changed areas of your codebase and prioritize refactoring efforts effectively. Reduce technical debt and enhance overall code quality where it matters.


Code Health™ metrics and visual reports
Show the value of code quality improvements so that business gets it
Quantify technical debt in monetary terms and use visual reports to show the impact of code quality improvements to non-technical stakeholders. Justify investments in maintainability and strategic refactoring initiatives.
Developer workflow integrations
Help your dev team keep the codebase clean and maintainable
Maintain a clean codebase with CodeScene’s quality gates, IDE integrations, automated PR reviews, and daily Code Health™ reports. Enforce standards, prevent technical debt accumulation, and ensure your code remains high-quality and maintainable.


AI-powered refactoring
Simplify complex code with AI-powered refactoring directly in your IDE
CodeScene ACE integrates into your IDE, offering real-time AI-driven refactoring suggestions. Address technical debt and improve code quality as you code, without disrupting your workflow.
Real results from real teams
30% better code quality, 50% less unplanned work
CodeScene helps teams shift from reactive to strategic development. Improve maintainability, reduce firefighting, and free up time for innovation.
With CodeScene, we are able to see where we will benefit the most from reducing technical debt
"Everyone with big legacy codebases hears the same thing: "We need to rewrite all of this." But you can’t focus on everything at once. So how do you make the right decisions about where to invest your resources?CodeScene helps you prioritize development and refactoring efforts by focusing on the areas that deliver the biggest impact and the highest return on investment."
Explaining technical debt is very frustrating, and not having metrics or data to refer to is even worse.
"Everyone with big legacy codebases hears the same thing: "We need to rewrite all of this." But you can’t focus on everything at once. So how do you make the right decisions about where to invest your resources?CodeScene helps you prioritize development and refactoring efforts by focusing on the areas that deliver the biggest impact and the highest return on investment."
Seamless integration, wherever you build
Works with your stack and workflow
Codescene integrates with your repositories, issue trackers, CI/CD pipelines, IDEs, CLI, and works with over 25 languages. Cloud, on-prem, or private cloud. Available in AWS marketplace.

We know a thing or two about technical debt management
CodeHealth™
We publish research on code quality
We developed CodeHealth™ as an aggregated metric that takes 25+ contextual factors of code quality into consideration. And, it's the only code-level metric with proven business impact.
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Loved by developers. Trusted by enterprises.
Trusted on G2 by teams worldwide to improve code quality, manage technical debt, and enhance collaboration.
Award for best paper on Tech Debt Conference
CodeScene wins 1st prize for the Best Paper Award at 7th ACM/IEEE International Conference on Technical Debt 2024.
Managing technical debt in daily development
Ensure devs every commit moves your codebase forward - without introducing unnecessary technical debt.
Mitigate via automated code reviews
Teams set code quality standards, and CodeScene enforces them with automated code reviews. Code Health checks act as a coach and quality gate, preventing technical debt entering your codebase.
Prevent tech debt already in the IDE
Our IDE extensions provide real-time code health feedback, helping developers write code that remains readable, scalable, and maintainable. Prevent and auto-refactor technical debt directly from your editor.
AI Guardrails
AI-coding assistants can generate code faster than ever—but without proper safeguards, they can also create technical debt. CodeScene detects and prevents that debt. Automatically.
Manage your technical debt with CodeScene
Analyze your code and identify areas where developers face challenges to pinpoint critical hotspots, quantify improvements in monetary terms, and prioritize the files that have the greatest impact.