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llm

A 3-post collection

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Spec-Driven Development is Waterfall With a Fresh Coat of Paint

The AI tooling ecosystem keeps rediscovering waterfall. Here's why you should resist it. When did you last finish a requirements document and think: yes, this is »

Shane Lee Shane Lee on ai, claude, copilot, llm, agentic, markdown, context, spec 22 March 2026

Markdown Never Left — AI Just Caught Up

It's not even a technology. It's a convention. And that's exactly why it wins. Markdown is a writing convention — a set of rules for formatting plain »

Shane Lee Shane Lee on ai, llm, claude, copilot, mcp, skills, agentic, markdown, tokens 24 February 2026

Context Engineering: Stop Fighting Your AI and Start Shipping Faster Pt1

How I went from repeating instructions every conversation to having AI that actually understands my codebase Let me ask you a few questions: 😤 Are you frustrated »

Shane Lee Shane Lee on ai, copilot, agentic, claude, context, mcp, llm 25 January 2026
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