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Deciding If AI Code Review Fits Your Repo: A Throwaway Experiment That Costs Nothing

Deciding If AI Code Review Fits Your Repo: A Throwaway Experiment That Costs Nothing

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5 min read
The vendor documents this bug. A 30k-star repo shipped it anyway.

The vendor documents this bug. A 30k-star repo shipped it anyway.

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12 min read
CODEOWNERS notifies the wrong people

CODEOWNERS notifies the wrong people

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3 min read
3 Layers of Code Review on Next.js + TypeScript: I Cut Human Review Time From 4h to 25min per PR

3 Layers of Code Review on Next.js + TypeScript: I Cut Human Review Time From 4h to 25min per PR

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5 min read
I made three AI models argue about my code, then judged the winner

I made three AI models argue about my code, then judged the winner

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3 min read
🚀 AI Code Review: Where It Helps and Where It Doesn’t

🚀 AI Code Review: Where It Helps and Where It Doesn’t

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3 min read
Your Team Is Getting Faster at Code Review. Your Seniors are Drowning.

Your Team Is Getting Faster at Code Review. Your Seniors are Drowning.

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5 min read
The pull request is twenty, and moving review upstream is the shift I keep quietly rooting for

The pull request is twenty, and moving review upstream is the shift I keep quietly rooting for

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3 min read
Copilot code review picks up a firewall, custom runners, and head-branch instructions

Copilot code review picks up a firewall, custom runners, and head-branch instructions

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3 min read
The agent didn't hallucinate. It ignored what the repo already knew.

Real data shows agents miss existing repo guards

The agent didn't hallucinate. It ignored what the repo already knew.

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Comments 13
10 min read
I Went Looking for the Diff Debt in My Own Repo

I Went Looking for the Diff Debt in My Own Repo

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Comments
3 min read
The Biggest Flaw in My AI Evaluation Wasn't the Models. It Was My Scorecard.

The Biggest Flaw in My AI Evaluation Wasn't the Models. It Was My Scorecard.

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Comments 1
2 min read
A PR review agent with 2 comments beats one with 20

A PR review agent with 2 comments beats one with 20

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Comments 2
10 min read
You Review AI Code Less Carefully Than Human Code. That Is Backwards.

You Review AI Code Less Carefully Than Human Code. That Is Backwards.

Comments 1
5 min read
My AI agent almost merged its own pull request

My AI agent almost merged its own pull request

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3 min read
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