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Flounder is an open-source AI agent-based tool that automates vulnerability discovery in codebases. Users describe the target and the tool autonomously downloads code, conducts deep code audits, tests vulnerabilities locally and online, and generates reports.
Shared an open-source project called reverse-skill, which uses a routing.md file to guide AI in automatically handling reverse engineering and security tasks, covering over 20 sub-skill areas. The tweet mentioned that the project's stars increased from 2000 to 2400 in one day.
Web-Check is a free, open-source website reconnaissance tool. Enter a URL and it extracts DNS records, server architecture, frameworks, CMS, open ports, subdomains, and more—ideal for developers and security researchers.
Mezz is a self-contained WiFi sandbox tool for inspecting IoT device traffic, providing an isolated network with DNS logging and optional MITM proxy, all deployable via Docker on a Linux host with AP-capable WiFi.
A developer built Arc Gate, a monitoring proxy for LLMs that uses Fisher information manifold geometry to detect session-level prompt injection attacks, identifying Crescendo-style gradual manipulation by tracking t-values against a phase transition threshold t* = 1.2247 rather than per-turn phrase detection.