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Thinking on AI engineering.

FDE methodology, production AI lessons, and field notes from embedded engagements.

June 10, 2026

8 min read

Why Every AI Company Needs a Forward Deployed Engineering Function

The AI deployment gap is real. Here's why FDEs are the solution — and what it takes to build the function effectively.

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