Posts
Deep dives into AI agent architecture, MCP protocol, LLM infrastructure, and lessons from building production AI systems.
ai-career
From RPA to AI Agents: Why I Left Enterprise to Build Agent Infrastructure
After 18 years in enterprise automation — including leading Softomotive (acquired by Microsoft) — here's why I'm all-in on AI agent infrastructure.
Mar 25, 20262 min read
multi-agentFeatured
17 AI Agents Shipping Code 24/7: My Claude Code Ecosystem
How I built and operate a 17-agent development ecosystem that ships production code around the clock — architecture, patterns, and lessons learned.
Mar 22, 20263 min read
mcp-protocolFeatured
How I Built an MCP Server from Scratch
A deep dive into building @shackleai/memory-mcp — a persistent memory server for AI coding tools with 1,440+ weekly npm downloads.
Mar 20, 20262 min read