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
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
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