security
AI Penetration Testing: Reality vs. Hype
The market promises autonomous AI pentesters replacing humans. The reality is more nuanced. What AI pentesting actually is, what it isn't, and why adjacency beats replacement.
security
Security Hardening the IA Framework: A Systematic Audit
A systematic gap analysis against Claude Code security standards revealed dormant hooks, missing defense layers, and undocumented decisions. Here is what I found and what I fixed.
security
Introducing Advisory: Automated Security Research That Actually Cites Its Sources
Security guidance with framework citations, not hallucinations. Meet /advisory—a skill that automates research BEFORE asking questions.
framework
Building a Privacy-First AI Model Ranker with OpenRouter ZDR
Automated model ranking system aggregating benchmarks from four sources with zero data retention filtering.
ai
Multimodal Model Hallucinations: Understanding Image-Text Failure Modes
SOTA vision-language models fail at spatial tasks trivial to humans. Why perception gaps matter for reliable AI systems.
infrastructure
NotMint: Building a Self-Hosted Finance Dashboard with Bank-Grade Security
When Mint shut down, I built NotMint -- a self-hosted finance dashboard with SimpleFIN, passkey auth, AES-256-GCM encryption, and zero-trust networking.
culture
The Advice We Give Our Kids Is Already Obsolete
Be a doctor. Be a lawyer. Learn to code. Every piece of career advice we inherited is being dismantled by AI. A father's look at why the 4-year degree model can't survive what's coming.
culture
What Are We Even Preparing Our Kids For?
A father's honest look at the K-12 system. Test scores at historic lows, 16,000 hours of inefficiency, and AI reshaping everything. The system isn't broken - it's obsolete.
framework
Career Navigation with AI-Powered Learning Roadmaps
Structured 30/60/90-day learning roadmaps with gap analysis, certification ROI, and progress tracking. Automate career development planning.
culture
The Death of Top-Down Leadership: Teams Over Bosses
68% of employees cite coworkers—not managers—as their primary source of inspiration. This isn't about team building. It's evidence that hierarchical leadership models no longer match how modern knowledge work actually happens.
social-media
Actionable X Account Growth: Turning Algorithm Insights Into Results
The X algorithm rewards conversation over broadcasts. Learn how to structure strategy around verifiable engagement signals and emerging visibility economics for sustainable growth.
framework
AI Agents vs. Agentic Systems: The Architecture Paradigm Shift
The gap between agentic AI hype and production reality reveals an architectural evolution happening in the background. Here's what's actually changing.