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AI code review for large multi-repo teams: what actually scales

AI code review for large multi-repo teams: what actually scales

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2 min read
Reviewing the volume of AI-generated code: the problem is routing, not speed

Reviewing the volume of AI-generated code: the problem is routing, not speed

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2 min read
Where AI review pays: the codebase matters more than volume

Where AI review pays: the codebase matters more than volume

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2 min read
Review time is up 441% under vibe coding. That is the real problem.

Review time is up 441% under vibe coding. That is the real problem.

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2 min read
The best coding agent still gets ~6 in 10 changes wrong. That is your review load.

The best coding agent still gets ~6 in 10 changes wrong. That is your review load.

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2 min read
Stop asking the model that wrote the code to review it

Stop asking the model that wrote the code to review it

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2 min read
Atlassian says Rovo cut PR review time 45%. Here's the measurement they didn't publish.

Atlassian says Rovo cut PR review time 45%. Here's the measurement they didn't publish.

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2 min read
Microsoft's PRAssistant number is real, and it's a floor, not a promise

Microsoft's PRAssistant number is real, and it's a floor, not a promise

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2 min read
The GNU strip backdoor is the case AI code review can't see

The GNU strip backdoor is the case AI code review can't see

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2 min read
When the code you're reviewing isn't what the model wrote

When the code you're reviewing isn't what the model wrote

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2 min read
How I actually eval AI code review tools (no vendor numbers)

How I actually eval AI code review tools (no vendor numbers)

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2 min read
How to Review AI-Generated Refactors: A Repeatable Falsification Loop

How to Review AI-Generated Refactors: A Repeatable Falsification Loop

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5 min read
One "Fix This Code" Prompt Away from a Production Incident

One "Fix This Code" Prompt Away from a Production Incident

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7 min read
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