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.
framework
Intelligence Adjacent framework methodology, architecture, and best practices
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.
skills
From Job Spam to Smart Applications: Automated Career Analysis with the IA Framework Career Skill
Stop spray-and-pray applications. The career skill delivers GO/NO-GO scoring, parallel job analysis, and cost-efficient career insights at $0.25 per job—all deployable yourself.
framework
X Open-Sourced Their Algorithm. Here's What the Code Actually Reveals.
X open-sourced their algorithm architecture but kept the weight values proprietary. The code structure reveals what signals the system tracks—and strategic priorities most creators miss.
framework
Hierarchical Context Loading: Reducing Token Usage by 60%
Why bigger context windows don't mean better results. A three-layer architecture that loads only what's needed, when it's needed.
framework
Keyword-Triggered Model Routing: Zero-Latency Recommendations Through Hook Detection
How a PreToolUse hook recommends AI models based on keyword detection - suggesting Opus for complex problems, Grok for review, Haiku for validation. Soft guidance, not enforcement.
framework
Why 'Adjacent' Matters: How Collaboration Architecture Shapes System Design
Why I chose 'adjacent' over 'augmented' and what it means for human-AI collaboration. The philosophy behind the framework.
framework
The Wrapper Efficiency Pattern: Production-Tested Results from Security Tool Wrappers
Store tool output locally, return summaries, read full data on demand. A pattern applied across 68 VPS security tool wrappers.
framework
A Pattern for Tool Discovery in Agent Frameworks
How a PreToolUse hook could surface existing tools when AI agents attempt to create new scripts—and why I haven't implemented it yet.