Tag

GitHub Copilot

3 articles

A bold vintage screen-print illustration in cream, olive green and brick red of a printed code listing with a large red checkmark and a round approval stamp.

Development

AI Code Reviewers Can Coach Attackers to Approval

A 4 October 2026 paper shows an AI pull-request reviewer's own comments guide an attacker to approval with the exploit intact, just as GitHub makes Copilot's approval count.

A bold vintage screen-print illustration in cream, deep navy and muted sage green of a large identification badge on a lanyard, its checkmark medallion pinned to a nameplate left deliberately blank.

Development

GitHub Copilot Can Approve Pull Requests, Then Close Its Own Comments

Two September 2026 GitHub Copilot updates let it approve pull requests and resolve its own review comments, a loop GitHub has yet to publish any accuracy data for.

A bold vintage screen-print illustration in mustard amber, deep plum and muted teal-green of a railway track switch splitting into two diverging rails beside a faceted semaphore signal.

Development

GitHub Copilot's Two Modes Work Great Separately, Badly Together

A July 2026 field study finds mixing Copilot's autocomplete and chat modes in one task erodes their gains, even as Microsoft logs a durable 24% PR lift.