Real repository evidence is the standard that current coding agents still fail to meet
The strongest signal for this day is that coding research is tightening around evidence that can be checked in real repositories.
Topic summary
Multi Agent Workflows
Repository-grounded code review
Current coding-agent work points to three concrete changes: add executable specification checks to pull-request review, add repository-context reasoning traces to evaluation, and route cross-file follow-up edits through…