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cs.SE2026
CodeHealth Predicts the Token Cost of Agentic Code Review: A Pre-Registered Study of 465 Agent-Authored Pull Requests
Lo Gullstrand Heander, Markus Borg, Emma Söderberg +1
Context: Organizations increasingly delegate code review to multi-agent large language model (LLM) pipelines billed per token. Low code quality raises human maintenance effort, but…
cs.SE2025
Code Review as Decision-Making -- Building a Cognitive Model from the Questions Asked During Code Review
Lo Gullstrand Heander, Emma Söderberg, Christofer Rydenfält
Code review is a well-established and valued practice in the software engineering community contributing to both code quality and interpersonal benefits. However, there are challen…