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building-a-system-for-ai-assisted-engineering.md 5 min

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.

--ai--tooling
the-anatomy-of-an-ai-agent.md 11 min

LLM as CPU, agent as OS

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.

--ai--tooling
ai-augmented-pkm-taming-the-information-firehose.md 13 min

AI-augmented PKM: taming the information firehose

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.

--ai--tooling