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Vibe coding or not:
tools and techniques for crafting healthy code
Join us for a hands-on, language-agnostic session where we show how CodeScene’s Code Health metric helps you quantify code quality, catch problems before they ship, and keep your codebase healthy, even more important in the era of AI-assisted development.
When
Wednesday, November 26
Where
Online Webinar
Time
4 pm - 5 pm CET
Why attend
- This session is for developers, tech leads, and engineering managers who want to:
- Catch technical debt before it reaches production.
- See real-time feedback on code health in your IDE.
- Automate quality gates in pull/merge requests.
- Ensure AI-generated code meets your standards.
- Use AI-assisted refactoring agent to iteratively improve code health and prevent new technical debt from entering the codebase.
- We’ll also give a first look at what we’re building with our MCP, and how it will change how developers and AI agents collaborate on code quality.
Kalle Norrestam
Tech Lead, CodeScene
Selma Čopra
Software Engineer, CodeScene
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Abstract
Most of us spend more time understanding existing code than writing new features, and legacy code too often feels like a minefield. In this session, you’ll see how CodeScene’s Code Health metric quantifies maintainability on a 1–10 scale and empowers teams to manage technical debt proactively. You’ll learn practical steps to embed automated checks and continuous feedback directly into your development workflow, something that’s even more important in the era of AI-assisted coding.
What you'll see live:
- Code Health feedback inside your IDE.
- Real-time alerts for new code smells.
- How to ensure AI-generated code meets your standards.
- Setting up quality gates in pull/merge requests.
- How to tailor Code Health profiles to your team’s goals.
- How to use AI-assisted refactoring agent to iteratively improve code health and prevent new technical debt from entering the codebase.
- CodeScene's MCP Server in action
About the speakers
Kalle Norrestam
Kalle is one of CodeScene’s Tech Leads and has been part of the team since its founding. As Tech Lead, Kalle is responsible for guiding the technical direction of the product, ensuring code quality, and mentoring the development team. He turns ideas into powerful, reliable features, bridging the gap between concept and implementation to bring CodeScene’s vision to life.
Selma Čopra
Selma is a multi-talented software engineer who primarily focuses on CodeScene’s IDE extensions. She makes sure that CodeScene’s actionable insights are seamlessly integrated into developers’ daily workflows, making powerful analysis accessible for every dev. Selma’s work bridges usability and technical depth, helping developers improve quality where they write code.
