Preventing Enterprise AI Agent Failures — the "20% AI, 80% Deterministic" Design I Learned in the Field as an FDE

Lessons from building HR and finance AI agents in the field as a forward deployed engineer: the 20% AI / 80% deterministic design, the limits of general-purpose assistants, and why coexistence beats full automation.