Snyk Reviews

Snyk.ioplatformdeepcode-ai is a platform powered by DeepCode AI. This AI is purpose-built for secure development, utilizing multiple AI models and trained on security-specific data. It's curated by top security researchers, providing the power of AI without any drawbacks.

The platform is designed to secure AI-generated code. With 25M+ data flow cases, 11 supported languages, and multiple AI models, it's designed to find and fix vulnerabilities and manage tech debt.

DeepCode AI powers Snyk's one-click security fixes and comprehensive app coverage, letting developers build fast while staying secure. The specialized DeepCode AI is built and refined by top-tier researchers using training data from millions of open source projects.

The platform employs an industry-unique process to create the DeepCode AI knowledge base that powers Snyk Code. By combining symbolic and generative AI, several machine learning methods, and the expertise of Snyk security researchers, a high-level of accuracy is ensured without hallucinations.

DeepCode AI Fix recommendations are automatically scanned by Snyk Code to ensure they won’t introduce new issues before they are even shown to the developer. Developers can quickly review the suggested fix, provided in-line with their code right from the IDE, and adjust if needed.

Teams can write their own queries using DeepCode AI logic (with autocomplete) and leverage the hybrid AI to instantly find matches in their code. It’s easy for teams to create, test, run, and save rules with the help of DeepCode AI.

This platform is free to start with, no credit card required.

Snyk.ioplatformdeepcode-ai is a powerful tool with several pros and cons:

Pros:

• DeepCode AI: This AI is purpose-built for secure development, providing the power of AI without the drawbacks.
• Secure AI-generated code: With 25M+ data flow cases and 11 supported languages, it's designed to find and fix vulnerabilities and manage tech debt.
• Productivity boost: One-click security fixes and comprehensive app coverage let developers build fast while staying secure.
• Trustworthy AI: The specialized DeepCode AI is built and refined by top-tier researchers using training data from millions of open source projects.
• Unmatched scanning accuracy: By combining symbolic and generative AI, several machine learning methods, and the expertise of Snyk security researchers, a high level of accuracy is ensured.
• Improved developer velocity: Fix recommendations are automatically scanned by Snyk Code to ensure they won’t introduce new issues.
• Simplified rules creation: Teams can write their own queries using DeepCode AI logic and leverage the hybrid AI to instantly find matches in their code.

Cons:

• Complexity: Snyk offers an array of features, which can be overwhelming for some users.
• Potential for hallucinations: Single-model AI like ChatGPT is powerful, but it comes with limitations and hallucinations. DeepCode AI's hybrid approach uses multiple models and security-specific training sets to secure applications, but there's still a potential for hallucinations.
• Risk of introducing vulnerabilities: While AI-powered assistants can speed up coding tasks, they can also make the code less secure if not used properly.

These pros and cons make Snyk.ioplatformdeepcode-ai a versatile tool for securing the software development lifecycle and enhancing overall security, but it's important to use it wisely to avoid potential drawbacks.