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A 4-model adversarial review pipeline that costs $0.30 per audit

A 4-model adversarial review pipeline that costs $0.30 per audit

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3 min read
Why We're Giving Octopus Free to Open Source, Forever

Why We're Giving Octopus Free to Open Source, Forever

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3 min read
Why You Should Review Pull Requests Before Writing New Code Every Day

Why You Should Review Pull Requests Before Writing New Code Every Day

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2 min read
The PR Review Bottleneck: Why Faster Code Generation Isn't Faster Delivery

The PR Review Bottleneck: Why Faster Code Generation Isn't Faster Delivery

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2 min read
LLM Smells: The Tells in AI Writing, and the Costlier Ones in AI Code

LLM Smells: The Tells in AI Writing, and the Costlier Ones in AI Code

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5 min read
The Review Bottleneck: Why Developers Spend More Time Reading AI Code Than Writing It

The Review Bottleneck: Why Developers Spend More Time Reading AI Code Than Writing It

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2 min read
Code Review Is Now the Bottleneck — And Most Teams Haven't Adapted

Code Review Is Now the Bottleneck — And Most Teams Haven't Adapted

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2 min read
Code review when half the PR is AI-generated

Code review when half the PR is AI-generated

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7 min read
From /simplify to the Jedi Council: How I Built a Code Review with Kent Beck, Martin Fowler, and Mike Acton

From /simplify to the Jedi Council: How I Built a Code Review with Kent Beck, Martin Fowler, and Mike Acton

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8 min read
Code Review Is the New Bottleneck — And Most Teams Haven't Noticed Yet

Code Review Is the New Bottleneck — And Most Teams Haven't Noticed Yet

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2 min read
Nobody Reads Your Code Anymore

Nobody Reads Your Code Anymore

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7 min read
CI Failures Cost You Hours — The Real Problem Is Log Archaeology

CI Failures Cost You Hours — The Real Problem Is Log Archaeology

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2 min read
AI Code Review: Helpful Assistant Or False Confidence Machine?

AI Code Review: Helpful Assistant Or False Confidence Machine?

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13 min read
Why Reviewing PRs Before Writing Code Is Your Team's Biggest Lever

Why Reviewing PRs Before Writing Code Is Your Team's Biggest Lever

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2 min read
Understanding AI Code Fast: A 60-Second Habit for Institutional Memory

Understanding AI Code Fast: A 60-Second Habit for Institutional Memory

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6 min read
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