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ETHSecurity Community

5 742 members
20 August 2026
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So the domain of the website will work too, if you don't want to share
21 August 2026
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Hey everyone! I’ve been building a little project this week 👀 It started from an idea I’ve had for a while: one of the best ways to learn as a security researcher is by studying real findings from past audits. Seeing what actually went wrong, how it was discovered, and how it showed up in real code is incredibly useful. But doing that today is still pretty manual. If you want to learn about a particular vulnerability pattern, you often have to dig through old audit reports, search across different sources, find relevant findings, and then trace everything back to the original reports yourself. So I wanted to make that process much easier. https://iris-beryl-one.vercel.app/ Right now, you can ask about smart contract vulnerability patterns, explore related findings from past audits, and ask followups for any particular findings to explain in detail. The bigger goal is to eventually let it analyze files or an entire repo, spot questionable code patterns, and surface relevant past findings that can help you understand what might be wrong before it turns into a real issue. It’s a fun V1 limited to funding corpus of 3k finding from Pashov Audit Group, so please expect a few rough edges. If it gets stuck or throws an error, a refresh usually helps and guard rails are a bit strict so it might respond with no related findings but you can change the prompt and try again 😄 Would love to get feedback and tell me what you guys think!
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But i guess your tool could be more coherent and precise as it is build for that purpose
GPT 5.6 SOL model but perhaps better output?
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