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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 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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2 min read
My AI coding agent reverted a core feature in one buried line — and its commit messages lied about it

My AI coding agent reverted a core feature in one buried line — and its commit messages lied about it

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3 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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3 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
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
GitLab Duo Security Review Flow goes after the logic bugs SAST leaves on the floor

GitLab Duo Security Review Flow goes after the logic bugs SAST leaves on the floor

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4 min read
Agents Pattern-Match Your Test Smells

Agents Pattern-Match Your Test Smells

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12 min read
My Checklist for Reviewing AI-Generated Code

My Checklist for Reviewing AI-Generated Code

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13 min read
In an AI Builder + AI Reviewer World, What Should Developers Actually Review?

In an AI Builder + AI Reviewer World, What Should Developers Actually Review?

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3 min read
Stop Reviewing Code on GitHub

Stop Reviewing Code on GitHub

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5 min read
Review PRs in Dependency Order, Not Alphabetical

Review PRs in Dependency Order, Not Alphabetical

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5 min read
Claude Code Review Blast Radius: Token Bill Dropped 8-49x With a Tree-sitter Graph

Claude Code Review Blast Radius: Token Bill Dropped 8-49x With a Tree-sitter Graph

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Comments
7 min read
Getting AIs to review each other was easy. The hard part was measuring whether I could trust the reviewer

Getting AIs to review each other was easy. The hard part was measuring whether I could trust the reviewer

Comments
7 min read
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