The Only Tool That Prevents AI-Generated Technical Debt
An AI assistant can generate code faster than ever—but without safeguards, it also generates technical debt. That’s where CodeScene comes in. It detects and prevents AI-generated technical debt. Automatically.
Technical debt drains developer productivity
Up to 40% of a developer's time is wasted due to technical debt.
Financial impact
Technical debt's financial impact is nearing $3 trillion USD.
Rise of technical debt by 2026
Forrester reports that high technical debt will impact 50% of tech leaders by 2025, rising to 75% by 2026 due to AI's rapid growth.
Trusted by the best engineering teams
CodeScene’s AI safeguards - 3-step Automated Process
CodeScene gives you full visibility and control over your AI rollout—ensuring AI accelerates your team, not holds it back.
1. Monitor AI-generated technical debt
Monitor AI-Generated Technical Debt. Technical leaders need visibility into technical debt trends.
AI-generated code should meet the same quality standards as human-written code.
CodeHealth™ provides the industry’s only validated technical debt metric, ensuring AI-driven development remains efficient and defect-free.
2. Enforce AI Code Quality with Automated Reviews
Teams define their AI code quality standards, and CodeScene automates enforcement via Pull/Merge Request reviews.
Code Health checks act as both a coach and a quality gate, preventing technical debt before it enters your codebase.
3. Real-time technical debt prevention in the IDE
While tools like GitHub Copilot and Cursor generate code, CodeScene ensures it’s maintainable. Our IDE extensions provide real-time feedback, helping developers write AI-assisted code that remains readable, scalable, and maintainable. Works with all major languages and seamlessly integrates with Copilot, Cursor, and other AI assistants
IDEs supported
CodeScene’s IDE extension integrates with popular IDEs used by development teams today, with more options on the way.
Industry Leading Code Health KPI
Metrics you can trust
Code quality is often subjective, but our IDE extension and code reviews rely on the proven Code Health Metric to offer clear, research-based recommendations. This means cleaner code, shorter development cycles and fewer bugs.
Remove AI-generated technical debt
Get real-time code health monitoring for your already implemented AI-coding assistants to prevent any new technical debt entering your codebase.
CodeScene prioritises the biggest bottlenecks in our projects
“CodeScene finds code improvements that give the biggest improvement in the development and maintenance of our codebase.”
Maarten Metz
- Principal Software Engineer, Philips
Ready to safeguard your AI rollout?
Detect, manage and prevent AI-generated technical debt in real time.
