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Comparing AI review tools: what the numbers actually tell you
Tess Ainsley
Tess Ainsley
Tess Ainsley
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Sep 15
Comparing AI review tools: what the numbers actually tell you
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aicodereview
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codereview
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ai
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3 min read
Cheap models for code review: the cost gap is real, the precision gap is the tax
Emil Reiter
Emil Reiter
Emil Reiter
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Sep 15
Cheap models for code review: the cost gap is real, the precision gap is the tax
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aicodereview
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gitlab
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azuredevops
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codequality
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2 min read
GitHub's official AI review guide is a mostly-human checklist
Tess Ainsley
Tess Ainsley
Tess Ainsley
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Sep 15
GitHub's official AI review guide is a mostly-human checklist
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aicodereview
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codereview
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ai
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2 min read
Cheap LLM code review is fine until it hits an authorization bug
Cole Halton
Cole Halton
Cole Halton
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Sep 15
Cheap LLM code review is fine until it hits an authorization bug
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aicodereview
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llm
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security
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evaluation
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2 min read
Why you shouldn't let the model review its own AI code
Cole Halton
Cole Halton
Cole Halton
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Sep 15
Why you shouldn't let the model review its own AI code
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aicodereview
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agenticai
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codereview
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softwareengineering
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2 min read
Reduce PR review time with AI: what the 45% claim leaves out
Emil Reiter
Emil Reiter
Emil Reiter
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Sep 14
Reduce PR review time with AI: what the 45% claim leaves out
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aicodereview
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codereview
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pullrequests
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metrics
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2 min read
AI code review for large multi-repo teams: what actually scales
Emil Reiter
Emil Reiter
Emil Reiter
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Sep 13
AI code review for large multi-repo teams: what actually scales
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aicodereview
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codereview
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multirepo
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pullrequests
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2 min read
Where AI review pays: the codebase matters more than volume
Tess Ainsley
Tess Ainsley
Tess Ainsley
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Sep 13
Where AI review pays: the codebase matters more than volume
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aicodereview
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codereview
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vibecoding
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2 min read
Review time is up 441% under vibe coding. That is the real problem.
Tess Ainsley
Tess Ainsley
Tess Ainsley
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Sep 12
Review time is up 441% under vibe coding. That is the real problem.
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aicodereview
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vibecoding
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reviewbottleneck
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2 min read
Stop asking the model that wrote the code to review it
Cole Halton
Cole Halton
Cole Halton
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Sep 12
Stop asking the model that wrote the code to review it
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aicodereview
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evaluation
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aiagents
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codereview
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1
 comment
2 min read
Atlassian says Rovo cut PR review time 45%. Here's the measurement they didn't publish.
Cole Halton
Cole Halton
Cole Halton
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Sep 10
Atlassian says Rovo cut PR review time 45%. Here's the measurement they didn't publish.
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aicodereview
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prreview
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measurement
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engineeringmanagement
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2 min read
Microsoft's PRAssistant number is real, and it's a floor, not a promise
Cole Halton
Cole Halton
Cole Halton
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Sep 10
Microsoft's PRAssistant number is real, and it's a floor, not a promise
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aicodereview
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pullrequests
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ai
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2 min read
Reduce PR review time with AI: what the 45% claim leaves out
Emil Reiter
Emil Reiter
Emil Reiter
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Sep 14
Reduce PR review time with AI: what the 45% claim leaves out
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aicodereview
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codereview
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pullrequests
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metrics
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2
 comments
2 min read
Reviewing the volume of AI-generated code: the problem is routing, not speed
Emil Reiter
Emil Reiter
Emil Reiter
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Sep 13
Reviewing the volume of AI-generated code: the problem is routing, not speed
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aicodereview
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codereview
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pullrequests
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ai
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1
 comment
2 min read
The GNU strip backdoor is the case AI code review can't see
Cole Halton
Cole Halton
Cole Halton
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Sep 8
The GNU strip backdoor is the case AI code review can't see
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aicodereview
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supplychain
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security
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2 min read
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