In today’s fast-paced SDLC, security issues and code quality often seem like odds. For such issues, DeepCode AI will analyze and calculate the solution that suits it and fix automatically.

Why to use and what is automatically fixed.

• • It’s a combination of powerful program analysis engine with added abilities of their in-house deep learning-based LLM (large language model).
• • It has a neural network trained on millions of lines of code, allowing for greater versatility and creativity
• • Quality, promoting best code practices, and security vulnerabilities
• • Snyk Code helps to find out problems in your code right from quality issues and bad practices to security risks.
• • Snyk offers comprehensive support for a variety of programming languages that ensuring developers to benefit from its security across environments. The languages supported include Java, JavaScript, Python, TypeScript, Apex, C# and Go. 
• • For the supported languages, fixes are regularly suggested for most code issues and for limited support, fixes might not always be available, and only a few issue types are covered.

How DeepCode AI Fix Uses Data

• • Snyk trains its AI using publicly available, permissively licensed code and some human reviewed labels but not the customer code.
• • To improve fix quality, it analyzes public code, tests AI-generated fixes, and includes some human review. Training data is regularly reviewed for accuracy.
• • The Customer data is always kept private and is never used to train AI.

How does the fix work

DeepCode AI Fix helps to fix code issues smartly and automatically. Here’s a quick look at how it works behind the scenes:

• • Scans Your Code – Just like your IDE does, it looks for issues.
• • Focuses on the Problem Area – It trims down the code to just what’s relevant to the issue.
• • Suggests Fixes – The AI generates multiple possible fixes.
• • Tests Each Fix – It checks which ones actually work and don’t break anything.
• • Picks the Best One – The most reliable fix is returned to you.

Key requirements to use DeepCode

• • Snyk Code must be enabled.
• • Use the Snyk IDE Plugin in supported editors like VS Code, IntelliJ, Eclipse, etc.
• • Turn on DeepCode AI Fix in the Snyk Web UI under:
  Group/Org > Settings > DeepCode AI Fix

Contact our DevSecOps specialists today to discuss how we can help you implement Snyk in your organization.

We’re a Snyk Partner. For licensing, demos, or implementation, reach out to devops@ecanarys.com