Qodana For Code Quality in STEM

Your code drives discovery. Keep it precise. In STEM fields, software isn’t just a product, it underpins innovation, research, and life-critical infrastructure. Qodana brings advanced static code analysis to STEM software projects, helping ensure code quality, security, and compliance where it matters most. Qodana for STEM Why code quality matters in STEM Software in science, […]

Apr 22, 2025 - 12:51

Your code drives discovery. Keep it precise.

In STEM fields, software isn’t just a product, it underpins innovation, research, and life-critical infrastructure. Qodana brings advanced static code analysis to STEM software projects, helping ensure code quality, security, and compliance where it matters most.

Qodana for STEM

Why code quality matters in STEM

Software in science, technology, engineering, and mathematics is used for modeling, simulation, automation, and large-scale data analysis. A single error can compromise results, waste resources, or even put safety at risk. Qodana ensures your code is:

Clean and consistent across teams.
Secure and compliant from day one.
Optimized and performant for data-heavy workloads.
Reliable and reproducible for research and innovation.

How Qodana helps STEM teams

STEM fields rely heavily on custom-built software to support modeling, simulation, automation, and data analysis. Qodana ensures that this critical code is secure, maintainable, and free of costly defects, without slowing down development.

Safeguard scientific software
Qodana helps detect bugs, code smells, and logic flaws early, so your research tools and simulation engines stay reliable and reproducible.

Secure your infrastructure
Automatically catch and fix security vulnerabilities in software supporting robotics, engineering design tools, or AI/ML workflows before they become real-world risks.

Maintain confidence in complex systems
Whether you’re handling sensitive healthcare datasets or designing systems for aerospace, Qodana enforces code standards that support long-term stability, compliance, and auditability.

Get seamless Integration from IDE to CI/CD
With deep integrations into JetBrains IDEs, VS Code, and popular CI tools like GitHub Actions, TeamCity, and GitLab, Qodana fits right into your workflow – scanning code as it’s written and delivering insights instantly.

Stay compliant and in control
Qodana performs license audits and helps prevent legal or regulatory issues – crucial in STEM fields where compliance is non-negotiable.

Set automated quality gates
Establish strict go/no-go thresholds for code quality and coverage. Qodana ensures your builds only pass when the code meets your team’s safety and performance standards.

Real benefits for STEM teams

Increased reliability of mission-critical code – check for bugs, license issues, and security vulnerabilities.
Faster collaboration across interdisciplinary teams – try our organization-wide dashboard and access everything in your pipeline.
Reduced manual review effort with automated checks – make sure nothing slips through the cracks.
Stronger foundations for innovation and experimentation – more safety means less risk when trying something new.
Confidence in manual and AI-assisted development through validation.
Why Qodana?

Qodana is developed by JetBrains, which creates tools that are trusted by millions of developers. It integrates easily into CI/CD pipelines and IDEs, and supports multiple languages and frameworks used in STEM research. Plus, Qodana is SOC2 certified – ensuring your data, and those of your patients, coworkers, and beneficiaries, is always protected.

Empowering discovery, one line of code at a time

Whether you’re building the next breakthrough drug, simulating a new type of aircraft, or decoding planetary data, Qodana helps ensure that you know as much about your code as you do about your field of study.

Qodana for STEM