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An FDE focused on AI systems: agents, model behavior, retrieval pipelines, tool integrations, evals, permissions, and the workflow redesign needed to make AI actually useful in production.

An engineer embedded with customers to discover, build, integrate, debug, and productionize software or AI inside the customer's real environment. Not there to write decks — there to make the thing work where the customer actually works.

Forward Deployed Engineer. An engineer who lives at the customer, writes real code, integrates systems, and owns the path from ambiguous use case to working production deployment.