Engineers Becoming More "Full-Stack"

Engineers can now succeed at tasks beyond their normal expertise, expanding their capabilities across domains.

Productivity Boost by Task Category (Before vs After AI)
Time Spent on Cross-Domain Tasks (Hours per Week)
Skill Distribution in Engineer Workload
Radial Skill Expansion Clock
Treemap of Task Capabilities Before/After
Force-Directed Skill Network

Accelerating Learning and Iteration Speed

Tighter feedback loops enable faster prototyping and more iterations in less time.

Time from Idea to Working Prototype (Days)
Iterations per Day by Project Type
Feedback Loop Efficiency Over Time
Radar Chart: Learning Capabilities Before/After
Waterfall Chart: Time Savings Breakdown
Sankey Diagram: Iteration Flow Enhancement

Tackling Previously-Neglected Tasks

Engineers now address "papercuts" and small improvements that were previously deprioritized.

Time Allocation: Neglected vs Core Tasks
Papercut Fixes Completed Over Time
Impact of Addressing Neglected Tasks
Heat Map: Task Priority Matrix
Spider Chart: Neglected Task Impact Areas
Chord Diagram: Task Relationship Network