
Loading

Loading
We use strictly necessary cookies to run this site, and analytics cookies to understand how it's used. See our Privacy Policy for details.

Summary
Hey everyone! About 4 months ago, I stopped working on SentinelForge, an open-source security analysis tool I've been building on my own. I spent some of that time procrastinating, but I also learned quite a bit about software architecture, code quality and the problems with AI-generated code.
Recently I picked it back up and started working on a new update. So far I've: Completely redesigned the GUI Added a placeholder for a future local AI assistant Fixed around 10 bugs, including 2 race conditions Started reviewing the codebase to clean up AI-generated mess and improve code quality My goal is to make SentinelForge simple enough for students and beginners, but still useful for bug bounty hunters. The idea is to bring scanning, vulnerability findings, evidence and correlations into one workspace, without overwhelming users with complicated interfaces or raw output.
But before I spend another few months building features, I'd really like to hear what people actually want. A few questions: What would make you give a tool like this a try? What's missing or frustrating about the tools you currently use?
Would a local AI assistant that helps explain and investigate findings be useful? I'm developing this independently and I'm open to any criticism or suggestions. Even if you think the project is pointless, I'd like to hear why.
GitHub: https://github.com/Sa1tama228/SentinelForge Thanks!
KazaSec's take
A newly disclosed vulnerability is only a real risk to your organization once it's confirmed present and exploitable in your own environment, not every CVE applies equally to every network. Knowing the difference is exactly what a proper vulnerability assessment is for.
Coverage details
We've archived 573 other articles touching the same topic (learning, beginners, python) , see the full security news archive.
Relevant from KazaSec
More coverage on this topic
We help organizations find and fix the gaps before they make headlines.