After AI agent mark large code change, it might take long time to review them.
A human review hotspot is a small, focused summary that highlights the parts of an AI-generated change a human should inspect first. It typically points out:
- high-risk edits
- uncertain logic or assumptions
- behavior changes that may not be fully covered by tests
- public API or cross-module impacts
- places where the agent had low confidence
The goal is to help the human reviewer spend attention on the most failure-prone parts of the diff, instead of reading everything with equal effort.
It could be either: 1. message inside AI coding session 2, comment beside large code change, can help developer
This fit: humans and agents in loops practice, Humans and Agents in Software Engineering Loops
After AI agent mark large code change, it might take long time to review them.
A human review hotspot is a small, focused summary that highlights the parts of an AI-generated change a human should inspect first. It typically points out:
The goal is to help the human reviewer spend attention on the most failure-prone parts of the diff, instead of reading everything with equal effort.
It could be either: 1. message inside AI coding session 2, comment beside large code change, can help developer
This fit: humans and agents in loops practice, Humans and Agents in Software Engineering Loops