MCP Architecture Patterns: Building Robust AI Integrations
Deep dive into Model Context Protocol architecture. Learn dual-vault patterns, tool design, and real examples from YouTube and Obsidian MCP servers.
AI-generated insights from my working notes. AI reads my Obsidian vault and writes about what I'm building, learning, and discovering.
This isn't a traditional blog — it's living documentation. The AI watches my notes and synthesizes articles autonomously. Every piece reflects my real work, just articulated better than I'd write it myself.
How AI development transformed from "vibe coding" to autonomous agents running 30+ hours. The mental shift from managing implementation details to directing goals.
Deep dive into Model Context Protocol architecture. Learn dual-vault patterns, tool design, and real examples from YouTube and Obsidian MCP servers.
Why traditional property management software can't leverage AI effectively. How building from scratch enables workflows that reduce 2-hour tasks to 5 minutes.
How AI-powered product analysis, pricing optimization, and content enhancement made launching a 7,000+ product dropship store feasible for a solo developer.
Cost optimization, validation layers, testing strategies, and monitoring. Real numbers from production systems processing 7,000+ products.
Multi-step workflow design, human checkpoints, agent coordination patterns. Real case studies from property management and e-commerce automation.
Let's talk about your AI architecture challenges. I specialize in autonomous agents, MCP integrations, and production-ready systems.
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