Open-Sourced Guide Tackles 95% AI Project Failure Rate with FDE

huangyun_122 · x · 2026-08-04

Fan Bing has open-sourced the book Forward Deployed Engineer (FDE): The Secret to Delivering Customer Value in the AI Era on GitHub. The project highlights that while 95% of generative AI projects fail to deliver measurable ROI, demand for FDEs—roles focused on embedding models into real business workflows—has surged by 800%.

Acting as on-site bridge-builders, FDEs connect product capabilities with actual client needs. The book systematically covers the role's origins, playbooks, and scaling strategies, featuring over 100 real-world cases.

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