Building High-Leverage AI Workflows: Principles for Sustained Productivity

One-off AI interactions produce one-off gains. Durable AI productivity comes from building repeatable workflows — structured sequences of prompts, tools, and verification steps that deliver consistent quality on recurring tasks. The difference between casual AI users and high-leverage users is workflow architecture, not prompt cleverness.