Descriptions:
Natalie Meurer, Head of Agent Engineering at Sierra, delivers a conference talk at the AI Engineer World’s Fair tracing the complete history of forward deployed engineering (FDE) — from its origins at Palantir in 2008 through its current, fragmented state at AI-first companies — and argues that the term has become so broad it no longer describes a coherent role.
Meurer draws on her own career arc: Georgetown School of Foreign Service, five years at Palantir (2016–2021) on privacy and infrastructure as a forward deployed engineer with law enforcement and defense clients, Stanford business school, and now Sierra. She walks through Palantir’s internal evolution era by era — from DevOps-heavy on-premise deployments, to data integration and ontology modeling, to custom dashboard development on Slate, to Foundry platform work, to customer enablement programs like AIP bootcamps — showing how the FDE role expanded and transformed with each product generation.
The talk’s central provocation is that FDE today has fractured into distinguishable sub-disciplines: agent engineering (customer-accountable AI application development), harness engineering (the systems that orchestrate and constrain agents), and deployment strategy. Meurer argues that understanding this evolution matters practically — both for hiring managers writing job descriptions and for engineers choosing a career path. Her conclusion is deliberately paradoxical: the role doesn’t exist as a unified thing, and yet in another sense every AI engineer working with real customers is now doing it.
📺 Source: AI Engineer · Published July 28, 2026
🏷️ Format: Keynote Launch
