Ex-smart contract auditor (4+ years) advancing blockchain security via machine learning. Currently mastering linear algebra and matrix operations to build AI-nahornetmcp.com Security to MLJoined December 2009
Also added a Monaco-based editor integrated with the agent.
Responses containing path:line references are clickable, opening the exact workspace file and scrolling directly to the referenced code location.
Visualization support was heavily expanded.
The agent can generate interactive HTML/SVG widgets inside sandboxed iframes, attach follow-up prompts and build dynamic visualizations directly inside the chat interface.
Huge update to the VulnFlow Audit AI system 🎉
The chat is no longer just a text assistant. It now acts as a workspace-aware audit agent with access to files, RAG docs, pipeline state, external tools and live UI context.
github.com/zaevlad/vulnfl…
@aviggiano That's the point! The agent owner should certainly pay for it. If the agent is suck, more tokens will be spent than can be won in the contest. People will train their bots to be precise and brief
@aviggiano There could be another group of agents, known as counter-agents, whose sole purpose is to invalidate the reports of the first group. Ultimately, only reports with a low percentage of invalidations or arguments should remain
Privacy by design: with local inference, all data stays on your machine. No external API calls. No data leakage risks.
Critical when auditing confidential projects under NDA.
VulnFlow is built on local-first principles.
1. You don't need Claude Opus or ChatGPT-5.4 to write a simple vulnerability report.
2. Sensitive information should stay confidential.
This is how you turn reactive learning into proactive defense.
With VulnFlow's modular design, every new hack strengthens your audit toolkit.
Build. Test. Iterate. Stay ahead.
🔗 github.com/zaevlad/vulnfl…
Point VulnFlow at contracts with similar architecture to the hacked protocol.
Run your custom skill. Get instant feedback on whether the same pattern exists — before attackers find it.
What's the BEST part of VulnFlow - audit tool for smart contracts?
You're not limited to pre-built skills. You can CREATE your own skills & instructions — and compose them however you want.
Here's how to stay ahead of exploit trends 👇
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