AI-agent-led and multi-agent code review correlates with faster decisions in some adoption patterns, while heavy single-LLM adoption correlates with more review smells and no efficiency gain.
Investigating technical and non-technical factors influencing modern code review,
1 Pith paper cite this work, alongside 107 external citations. Polarity classification is still indexing.
1
Pith paper citing it
107
external citations · OpenAlex
fields
cs.SE 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality
AI-agent-led and multi-agent code review correlates with faster decisions in some adoption patterns, while heavy single-LLM adoption correlates with more review smells and no efficiency gain.