I’m building a cybersecurity AI assistant — what would you actually want it to do?

I've been working on a cybersecurity-focused AI assistant, and I'm currently trying to figure out which features are actually useful in real-world workflows.

Some of the things we're working with include:

• CVE analysis and vulnerability explanations

• Secure code review

• YARA rule generation

• Security tool explanations

• Security report generation

• Multilingual support

• Different response styles depending on the user's needs

The goal isn't to build another AI chatbot that can "do everything."

I'd rather focus on a few features that security students, developers, and researchers would actually use regularly.

If you work with cybersecurity:

What feature would you find most useful?

And what feature do you think most cybersecurity AI tools are currently missing?

Posted Aug 8, 2026, 5:24 PM UTC

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