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Tess Ainsley profile picture

Tess Ainsley

Somebody still has to read the pull request. I write down what teams are learning about that part, and I link where it came from.

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A code review benchmark that isn't the vendor ranking itself

A code review benchmark that isn't the vendor ranking itself

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4 min read
Which "open source" AI code review tools are actually open source?

Which "open source" AI code review tools are actually open source?

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5 min read
Free AI code review tools: what "free" actually means

Free AI code review tools: what "free" actually means

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4 min read
The GitHub hookup decides whether AI review works

The GitHub hookup decides whether AI review works

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5 min read
Every agent PR costs review time even if it never merges

Every agent PR costs review time even if it never merges

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5 min read
What self-hosting AI code review actually costs

What self-hosting AI code review actually costs

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2 min read
When review time plateaued, reviewers had stopped reading

When review time plateaued, reviewers had stopped reading

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2 min read
Cycle time and review time are not the same metric

Cycle time and review time are not the same metric

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2 min read
Self-hosting AI code review is a model-placement decision, not a tool decision

Self-hosting AI code review is a model-placement decision, not a tool decision

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2 min read
Counting bugs is the hard part of comparing AI review tools

Counting bugs is the hard part of comparing AI review tools

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3 min read
GitHub's official AI review guide is a mostly-human checklist

GitHub's official AI review guide is a mostly-human checklist

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2 min read
Comparing AI review tools: what the numbers actually tell you

Comparing AI review tools: what the numbers actually tell you

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3 min read
Multi-repo AI review: a context problem, not a volume problem

Multi-repo AI review: a context problem, not a volume problem

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3 min read
Cutting PR review time is really changing where review happens

Cutting PR review time is really changing where review happens

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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
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
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