Workflows Over Prompts: The Real AI Advantage in Frontend Engineering

The real productivity gains from AI in frontend engineering come not from fancier prompts or models, but from structured, purpose-driven workflows. Engineers working on production React codebases can reduce token costs and improve AI output quality by using separate chat sessions for investigation, implementation, and review instead of handling everything in one conversation. This practical approach addresses a critical gap between how developers typically use AI and how it's actually most effective at enterprise scale.