Selected engagements

Production systems, in context

A selection of engagements showing how we turn complex operational challenges into secure AI, automation, and software systems.

Kalyzer - Advanced Security Assessment Tool
Featured workCyber Security

Kalyzer - Advanced Security Assessment Tool

Introducing Kalyzer Advanced Security Assessment Tool 15 second comprehensive system analysis 27+ credential types with risk assessment Privilege escalation vector detection Network topology & service enumeration Professional reports with risk prioritization

PythonLinux
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TEAM RED AI
Cyber Security

TEAM RED AI

๐Ÿš€ Excited to announce the launch of TEAM RED AI v1.0 an open-source AI powered Red Team Operations Terminal! ๐—ง๐—ต๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ฏ๐—น๐—ฒ๐—บ: As someone passionate about cybersecurity, I've faced a frustrating reality: mainstream AI platforms have strict guardrails that block legitimate security research questions. Asking about reconnaissance techniques, exploitation methodology, or privilege escalation often results in "I can't assist with that." This creates a significant barrier for: โ€ข Security professionals needing quick methodology guidance โ€ข Newcomers trying to learn ethical hacking โ€ข CTF players and HackTheBox enthusiasts who get stuck ๐—ง๐—ต๐—ฒ ๐—ฆ๐—ผ๐—น๐˜‚๐˜๐—ถ๐—ผ๐—ป: TEAM-RED-AI is a specialized multi-agent AI system designed specifically for penetration testing guidance. It features: ๐Ÿ” ๐—ฅ๐—ฒ๐—ฐ๐—ผ๐—ป ๐—”๐—ด๐—ฒ๐—ป๐˜ - Network enumeration and reconnaissance methodology ๐Ÿ’ฅ ๐—˜๐˜…๐—ฝ๐—น๐—ผ๐—ถ๐˜ ๐—”๐—ด๐—ฒ๐—ป๐˜ - Vulnerability analysis and exploitation guidance โฌ†๏ธ ๐—ฃ๐—ฟ๐—ถ๐˜ƒ๐—˜๐˜€๐—ฐ ๐—”๐—ด๐—ฒ๐—ป๐˜ - Windows/Linux privilege escalation paths ๐Ÿ‘๏ธ ๐—ฉ๐—ถ๐˜€๐—ถ๐—ผ๐—ป ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜€๐—ถ๐˜€ - Paste screenshots for instant analysis ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐˜๐—ฎ๐—ฐ๐—ธ: Next.js 16 | FastAPI | OpenAI Agents SDK | React 19 This is v1.0 - built to help the security community learn and grow. More features coming soon. โš ๏ธ Important: This tool provides guidance only. Always obtain proper authorization before any security testing. #Cybersecurity #PenetrationTesting #EthicalHacking #OpenSource #AI #InfoSec #RedTeam #MachineLearning #Security #TechForGood

PythonOpenaiOpenAI Agents SDKsqlite+3 more
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Security audited ยท production ready

Ready to put a hardened AI system into production?

Audit your current architecture or scope the next custom build with a senior engineer.