What this covers
- The agentic engineering stack: primitives, models, tools, MCPs, skills, agents
- How I use CLAUDE.md, skills, rules, and MCPs in production
- Architecture decisions and patterns that hold up in practice
About
Field notes on agentic engineering architecture, by Abdul Moiz Shahzad, an AI engineer in Toronto. I build with AI agents every day and this site is where I document what I learn. The stack, the patterns, the things that actually work. My work and the rest of my writing live at moiz.ai.