nick.antonizick
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Profile

Currently not available for additional projects

Hi,

I’m a cybersecurity guy with 15+ years building products and solutions, mostly around incident response and automation. Think SOAR platforms, detection systems, the stuff that helps analysts move faster and actually get through their day without wanting to throw their laptop out the window.

I dig into both enterprise and open-source AI, scripting, APIs, multi-cloud integrations, and the weird, unexpected problems that always show up. I work with SOC and threat intel teams and keep the jargon to a minimum. For the last couple of years I’ve been riding the AI wave, trying (and sometimes failing) to keep up with how fast everything is moving.

I’m retired Air Force (24+ years). The family and I have lived all over the place, been through a handful of countries and more cities than I can count, but we’re settled in Woodstock, Illinois now. I’m the dad of two, though now that they’re in their twenties it doesn’t feel like I get to be “Dad” quite as much anymore. When I’m not working, you’ll find me coding, hacking away at AI projects, playing chess, or yo-yoing (yes, really). Also, I find mildly annoying my wife to be surprisingly cathartic. (I’m joking… mostly.) People mistakenly call me a nerd. I prefer “athlete”, if chess and yo-yoing count, which they absolutely do.

Project work

AI-Driven Security & Documentation

Introduction: AI’s Dual Edge – Risk and Opportunity Artificial intelligence (AI) has become a double-edged sword in cybersecurity. While it enables sophisticated cyberattacks, it also offers transformative tools for defense. As a small simple example PHX (a recent passion-project of mine) focused on integrating AI into secure software development, exemplifying how AI can address long-standing challenges in IT. This demonstrates how AI is revolutionizing security practices and documentation, countering the narrative of its risks by demonstrating its potential to solve systemic issues in software development. The Problem: Why Traditional Security Isn’t Enough Software vulnerabilities remain a critical risk. According to the 2023 MITRE ATT&CK report, 70% of breaches exploit known vulnerabilities. Traditional methods: manual code reviews, static analysis, and reactive patching, struggle to keep pace with modern threats like AI-generated exploits or zero-day vulnerabilities. The tsunami of security patch waves from major vendors and.. constant zero-day shock-waves since about late 2025 are proof of this. And there’s another, often overlooked problem: documentation. Historically, IT and software development documentation has been a persistent challenge. It has either been anemic, non-existent, or out of date and inaccurate. This creates a fragmented knowledge base, complicates onboarding, Impact up-time by complicating troubleshooting, and increases the risk of human error. For example, a 2022 Gartner study found that 68% of developers (seems low to me but OK) struggle with outdated documentation, leading to wasted time and security gaps. AI as a Solution: Transforming Documentation & Security What AI allows us to do practically effortlessly and for free is: Build and enforce threat modeling, SAST, and DAST into our CICD pipelines AND produce and submit audit-able artifacts proving The due diligence security work was done properly, all while documenting deliberate decisi…

Yesterday

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Latest Projects

  • PHX Phased Hypervisor

    Hands-off deployer for phased-project implementation plans

  • LUCENT

    A personal AI assistant framework built on persistent memory that runs anywhere. Completely vendor agnostic,

  • PATH

    Personalized Adaptive Training Hub: collaborative curriculum design, an always-available 1:1 Socratic AI Professor, Designed for lifelong learners.

  • Citadel

    Nx-Citadel is a self-hosted intelligence platform that combines topic/person monitoring with IOC tracking. It performs periodic AI driven web searches

  • ChessLoop

    Self-hosted, move-based spaced-repetition chess opening trainer. Teach it your repertoire by playing moves. It drills you back, corrects mistakes, and schedules reviews

Toolbox

  • Systems automation
  • Solution and software development
  • SOC Management
  • Incident Response
  • Detection Engineering
  • Mover - Shaker - Heartbreaker

Thought I would re-post an old Video

I didn't think it would be value added to write another AI article video, This week Microsoft had a fairly massive outage that rocked the world until about a day later The FAA had infrastructure related outages in their air traffic control systems, grounding thousands of aircraft disrupting schedules... than everybody mostly fo…

14 Nov 2026

Read the full analysis

Watch

NxStrutel UI Fork

strudel In the not serious parts of my day, I've been goofing off teaching AI to write music with code. There's an amazing robust community using too…

YouTube · 26 Jul 2026

Project Work

AI-Driven Security & Documentation

Introduction: AI’s Dual Edge – Risk and Opportunity Artificial intelligence (AI) has become a double-edged sword in cybersecurity. While it enables sophisticated cyberat…

Yesterday

Location

Woodstock, IL

17:53

Project work

CatClawedCode

CatClawedCode: a tiny fix for laptop-walking cats One of the craziest, funniest parts of working from home is the pets who insist on being part of the work. Anybody with cats and a laptop knows the deal: they fuss around you, then stroll across the keyboard or just park themselves on it while you’re trying to work. I…

12 Sep 2026

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Project work

Tally - a minor Quality of Life financial tracking tool

Tally ( NOTE: All of this data is sanitized, $$-#s are synthetic ) This is available for download and use from: https://github.com/antonizick/tally ( I'm writing the deployment and installation code in the instructions now, I should have the deployment and installation code done within a week.) So with my latest proje…

27 Aug 2026

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Misc

Photo Album

Click on a picture to see it full-size. Also, you can click on the full-size pictures to flip through the photos. More Recent Pictures Some of the Best from the Past

20 Aug 2026

Misc

Family Wallpaper(s)

This material will probably not be of interest to anybody but immediate family. At the very least it's an effective way for me to disseminate these files to the various computers that I use. These pictures were created by me to be used as desktop wallpaper at home and work. I'll upload them just in case anybody would…

20 Aug 2026

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Coding Agents as Junior Operators: Aurora’s Mid-Chain Playbook

An exposed Aurora (Aur0ra) affiliate directory did more than leak tools and an encryptor. It showed a commercial coding agent sitting inside already-breached networks and doing mid-kill-chain work at human-plus speed. That is a different problem than AI drafting a lure. What investigators recovered Gambit found 28 Cur…

27 Aug 2026

Contact Nick

Contact Nick