Engineering Role Transition Map

Illustrative shift from code production to intent review

Human: code production

Human: intent review

AI: code production

AI: intent review

Human code

--%

Human intent

--%

AI code

--%

AI intent

--%

Role distribution

Human vs AI, code vs intent

Human AI

Human share

--%

AI share

--%

Intent share

--%

Scenario year

2026

Illustrative distribution

2020 2025 2030

Scenario only. Values are illustrative.