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Building enterprise AI solutions and context engineering systems - focused on making AI practical, secure, and scalable for real-world applications.

About Me

  • Currently working on AI orchestration frameworks and prompt engineering best practices
  • Author of "From Blueprint to Application" - Enterprise Prompt Engineering Guide
  • Creating tools that bridge the gap between AI capabilities and enterprise needs
  • Approach: Automating everything that can be automated

Focus Areas

AI & Prompt Engineering 85%
Context Engineering 75%
MCP Servers & Tools 65%
Technical Writing 60%

Projects & Frameworks

8me Orchestration

Multi-tiered "Ralph Wiggum" methodology for persistent AI loops. MCP server, Claude Code skill, and 15 progressive labs.

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SPINE

Context Engineering & Multi-Agent Backbone. Tiered protocol for AI orchestration with subagent coordination.

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Adaptive MCP Orchestrator

Blueprint for adaptive orchestration of multiple MCP servers with intelligent routing and meta-routing.

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Security Audit MCP Server

MCP server for comprehensive security auditing of codebases and configurations.

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Golden Thread System

Narrative Coherence Framework. Maintaining consistent narratives and context across complex AI interactions.

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Music Video Creator

AI-Powered Visual Generation. Create reactive music visualizations with AI-generated imagery and audio-reactive effects.

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AI-Human Admin Dashboard

Collaboration Interface. Dashboard for managing AI-human collaborative workflows and task coordination.

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Featured Book

From Blueprint to Application

A Guide to Enterprise Prompt Engineering

Transform AI trial-and-error into consistent, time-saving workflows through a structured 90-day journey.

Interactive Demos

Explore hands-on demonstrations across projects