2 articles tagged Codeownership
Who signs off on AI code?
AI coding assistants produce diffs fast, but accountability still needs a named human. Here is a review workflow with hooks, policy checks, and failure modes.
12 min read · 2 October 2026
Commit ownership in AI pair coding
AI pair coding shifts who is accountable for a commit. A practical contract: prompt hashing, test gates, ownership tags, and review discipline.
14 min read · 31 August 2026