Building intelligent systems. Leading engineering teams.
I write about AI engineering, technical leadership, and the lessons I've learned along the way. Welcome to Code + Kin.
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View all posts →AI Engineering
Helping AI Make Sense of the Knowledge Dump
I got tired of copy-pasting internal docs into AI conversations. So I built a CLI tool to scrape them into markdown—then discovered the real problem was teaching the agent how to make sense of it all.
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AI Engineering
The Composition Principle: Building Agent Skills That Compound
Why granular, composable skills beat monolithic system prompts—and how JIT context unlocks the creative power of LLMs.
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