The Leverage Podcast What Happened to Designers Is Coming for Every Knowledge Worker
May 11, 2026
AI has automated both inputs and outputs of design, reshaping how visual work gets made. Hiring for design has flatlined while new AI-native stacks and node-based systems change creative iteration. Designers are increasingly policing brand systems and needing coding and prompting skills. The conversation asks if other knowledge roles face the same fate and which two roles are likely to persist.
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AI Automates Both Sides Of Design
- AI automates both the input and output of design workflows, shrinking the role between into a much smaller steering job.
- Evan explains text-in, dynamic-components-out UIs and says designers no longer need to craft every screen by hand.
Design Hiring Flatlined While Engineers Boom
- Design hiring has flatlined since 2023 while engineering and product roles surged because designers became managers of AI rather than creators.
- Evan cites Goldman Sachs, WEF, and BLS data showing design roles are unusually exposed.
Three AI Workflow Paradigms
- There are three AI design workflows: single-agent chat, Kanban/task-agent systems, and node-based branching generators.
- Evan describes scale limits (humans can manage ~5–10 agents) and why node-based tools embrace probabilistic outputs.