security
From Pattern Scanner to Security Researcher: The Code Review Upgrade
The code review skill now runs four sequential passes — structural recon, pattern scanning, semantic data flow tracing, and self-verification with confidence ratings.
framework
Intelligence Adjacent framework methodology, architecture, and best practices
framework
When AGENTS.md Backfires: What a New Study Says About Context Files and Coding Agents
A new ETH Zurich study finds that LLM-generated context files reduce task success rates and raise inference costs by 20%. Here's what the data actually shows.
security
Prompt Injection in 2026: Why the Attack Surface Keeps Growing
Prompt injection isn't growing because attackers got smarter. It's growing because we keep adding capability without solving the underlying architectural problem.
security
From Vulnerable to Validated: A Comprehensive Security Code Review Journey
14 security vulnerabilities found. 3 systematic sprints. 100% validation success. How systematic code review and sprint-based remediation transformed our framework from vulnerable to production-ready.
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.
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.
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.
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.
framework
Building Custom Skills in the Intelligence Adjacent Framework
Master skill architecture patterns that enable production AI systems. Learn the 5-phase workflow, design patterns, and proven implementation strategies from production frameworks with multiple specialized skills.