Detailed guides, technical deep-dives, and documentation for my projects.
I spent a day building an autonomous AI attack operator in Go to replicate the GTG-1002 architecture. Then I realized Claude Code, the tool I used to build it, was the architecture all along.
Anthropic dropped Claude Opus 4.7 today. For pentesters, bug bounty hunters, and offensive tooling devs, it's not a clean upgrade. Here's when to switch, when to stay, and why the workflow matters more than the version number.
How we built an edge-analysis security agent that captures every command, detects attack chains in real time with 7 detectors and on-host ML, and reduces log volume by 90%+ before it ever leaves the host.
Claude Opus 4.6 autonomously investigated a compromised Windows workstation on HackTheBox. 13 out of 19 forensic questions correct on the first attempt, parsing EVTX, Prefetch, Registry, PCAP, and more on Linux.
Second experiment. Claude Opus 4.6 autonomously compromised the Interpreter machine on HackTheBox in 19 minutes and 56 seconds. 112 tool calls, zero human intervention.
I gave Claude Opus 4.6 a single prompt and watched it autonomously pwn a easy-difficulty HackTheBox machine in under 23 minutes. 132 tool calls, zero human intervention.
Detection & Response techniques based on Cyber Kill Chain and Unified Kill Chain.
Deploy & hack into a Windows machine, leveraging common misconfigurations issues.
Compromise a Joomla CMS account via SQLi, practise cracking hashes and escalate your privileges by taking advantage of yum.
Walkthrough on exploiting a Linux machine. Enumerate Samba for shares, manipulate a vulnerable version of proftpd and escalate your privileges with path variable manipulation.
Hack into a Mr. Robot themed Windows machine. Use metasploit for initial access, utilise powershell for Windows privilege escalation enumeration and learn a new technique to get Administrator access.
Learn about active recon, web app attacks and privilege escalation.