I build enterprise AI solutions and context engineering systems - focused on making AI practical, secure, and scalable for real-world applications.
- 🔭 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
Specialties: Automation & DevOps, Open Source, Full-Stack Development + more Tech Stack: Python, Bash, PowerShell, React, Node.js, Azure + more
Interactive showcases and implemented features:
- SPINE - Multi-agent management demos
- Adaptive MCP Orchestrator - Lab | Demos | AI Integration | Meta-Router
- 8me - "8me autonomous loop toolkit", AI agent loops with 15 progressive labs
- agentspool - Inter-agent communication with SQLite spool and HTTP relay
- Minna - Cross-session memory integration
- From Blueprint to Application - Interactive prompt engineering tools
- Music Video Creator - AI-powered visual generation
A Guide to Enterprise Prompt Engineering
Transform AI trial-and-error into consistent, time-saving workflows through a structured 90-day journey.
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Context Engineering & Multi-Agent Backbone A tiered protocol for AI orchestration with subagent coordination, scenario configs, and atomic tooling. |
Dynamic AI Service Coordination Blueprint for adaptive orchestration of multiple MCP servers with intelligent routing. |
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Automated Security Analysis MCP server for comprehensive security auditing of codebases and configurations. |
Narrative Coherence Framework System for maintaining consistent narratives and context across complex AI interactions. |
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AI Agent Loop Toolkit Multi-tiered "Ralph Wiggum" methodology for persistent AI loops. MCP server, Claude Code skill, and 15 progressive labs. |
AI-Powered Visual Generation Create reactive music visualizations with AI-generated imagery and audio-reactive effects. |
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Inter-agent Communication SQLite-backed message spool with HMAC-authenticated HTTP relay for N-to-N AI agent coordination. MCP server with 14 tools. |
Collaboration Interface Dashboard for managing AI-human collaborative workflows and task coordination. |
🤖 AI & Prompt Engineering ████████████████████░░░░ 85%
🏗️ Context Engineering ██████████████████░░░░░░ 75%
🔧 MCP Servers & Tools ████████████████░░░░░░░░ 65%
📚 Technical Writing ██████████████░░░░░░░░░░ 60%
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✨ **Let's collaborate** on something amazing - collaborators and coffee chats are always welcome.
"The best time to master AI was yesterday. The second best time is today."
Projects released as part of Adaptivearts.ai™