To hire an FDE (forward deployed engineer), source for the rare combination of staff-level production engineering, LLM fluency, and customer-facing judgment — then run an interview loop built around a real ambiguous deployment case study and a paid trial sprint, not a polished portfolio.

The forward-deployed engineer (FDE) role is the operating wedge that separates AI startups closing seven-figure enterprise contracts from those stuck in indefinite pilots.