How a Remote Company Builds AI Fluency — Em Shreve, Automattic
Source
youtube.com
Author
AI Engineer
Date
Why it matters
Shows a working structure for moving a large team from tool access to real AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → fluency: dedicated time, half-project curriculum, and graduates acting as multipliers. Useful if you are rolling out coding agents across an organization.
Terms in this piece · Glossary
MCP — The Model Context Protocol — an open standard that lets any AI assistant plug into any tool or data source without custom integration code.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
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