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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
oss pr reviewer tutorial: My Node.js Validation Bug

oss pr reviewer tutorial: My Node.js Validation Bug

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8 min read
Route Your AI Code Reviews by Risk: A Two-Tier Gate That Spends Strong Models Only on Scary Diffs

Route Your AI Code Reviews by Risk: A Two-Tier Gate That Spends Strong Models Only on Scary Diffs

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5 min read
A Two-Gate Harness for AI-Generated Patches You Can Run on a Free Server

A Two-Gate Harness for AI-Generated Patches You Can Run on a Free Server

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4 min read
Treat Every `.gitlab-ci.yml` Edit as a Graph Change, Not a Text Diff

Treat Every `.gitlab-ci.yml` Edit as a Graph Change, Not a Text Diff

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6 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
A Docker container is containment, not a credential boundary

A Docker container is containment, not a credential boundary

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2 min read
AI-Generated Code Needs a Different Kind of Pre-Screening

AI-Generated Code Needs a Different Kind of Pre-Screening

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4 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
Lean Checked the Proof. Nobody Checked the Statement.

Lean Checked the Proof. Nobody Checked the Statement.

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5 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
Why you shouldn't let the model review its own AI code

Why you shouldn't let the model review its own AI code

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2 min read
More Code Review = More Smelly Code?

More Code Review = More Smelly Code?

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18 min read
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