building-a-system-for-ai-assisted-engineering.md
Building a system for AI-assisted engineering
How a .ai/ directory and project constitution turned ad-hoc AI coding sessions into a repeatable engineering workflow.
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How a .ai/ directory and project constitution turned ad-hoc AI coding sessions into a repeatable engineering workflow.
AI agents are starting to look like operating systems. The LLM is the CPU, the agent is the OS, and skills and MCPs are the applications — here's why that analogy holds up.
A practical walkthrough of using NotebookLM, Claude Code, Obsidian, and Craft.do with MCP to build a personal knowledge management system that actually keeps up with the pace of tech.