Interactive visualization of how AI is transforming engineering work.
Charts animate from "Pre-AI" to "AI-Augmented" states.
Engineers move from narrow specialists to broad generalists. Watch the web expand into Design and Frontend domains.
Volume of work completed outside an engineer's core expertise. AI acts as a bridge for unfamiliar technical territory.
Self-reported productivity gains. The shift from manual coding to "Managing Claudes" drives volume up 50%.
As Claude chains more tool calls autonomously (purple), the need for human turns (blue) drops, accelerating flow.
Time required to go from "Idea" to "Verifiable Code". Weeks turn into hours as prototyping accelerates.
Harder tasks (moving right) now take less time (moving down). The barrier to complex features is lowered.
27% of AI-assisted work is net-new. This chart shows "Nice-to-haves" and "Tooling" emerging from zero.
Small annoyances (refactoring, shortcuts) were previously ignored. AI allows engineers to clean them up en masse.
High Priority (P0) work remains constant, but the "Long Tail" (P4/P5) of backlog items finally gets addressed.