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Blast-Radius Aware AI Code Review

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September 19, 2026 • 3 min read • By LiveReview Team
Blast RadiusReview PriorityAI Code Review

We Don't Need Another Bot That Generates Ten Suggestions and Makes Developers Ignore All of Them.

A Zen monk beside a lake, noticing ripples without chasing every one — a model for directed attention in code review

The deeper problem is attention.

When every finding is presented with the same urgency, the reviewer has to spend effort deciding what deserves attention before they can even investigate the code.

There is a useful way to think about this.

A Zen monk sitting beside a lake will notice ripples appearing all across the water. But the practice is not to chase every ripple. It is to notice what is happening without allowing every movement to take control of attention.

That is the philosophy behind how we designed LiveReview.

Ranking the diff by what matters

Every hunk gets a Blast Radius and Review Priority score. A small change in a shared authentication path can deserve much more scrutiny than a large, isolated UI change. LiveReview ranks the diff accordingly, so the most consequential changes come first.

Then we help you use that attention efficiently.

Moving through findings, not a flat stream of comments

The Issue Explorer lets you move through findings by severity, category, and area instead of working through a flat stream of comments.

The Summary Deck gives you a quick overview of what changed, why it matters, and what risks were found before you dive into the details.

Cognitive Coverage helps with the other side of review: understanding. LiveReview can turn a diff into short slides or a quiz, helping engineers stay connected to the technical decisions in AI-generated code without requiring the effort of a complete line-by-line review.

And when a finding needs investigation, you can ask AI directly in the MR thread. Ask why it matters. Challenge the finding. Ask for clarification. LiveReview has the full diff context, so the conversation stays grounded in the actual change.

The goal is not more comments

It is to make the important ones easier to notice, understand, and investigate.

AI can notice everything. Your team's attention is still the scarce resource.

Start free and let LiveReview direct your team's attention to what actually matters.


Related reading: LiveReview doesn't replace your workflow, it plugs into it covers how Blast Radius and the rest of the review layer fit into the tools you already use.

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