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I ran my code analyzer on 9 codebases it had never seen. It found 3 real bugs, and embarrassed me first.

I ran my code analyzer on 9 codebases it had never seen. It found 3 real bugs, and embarrassed me first.

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Comments 6
5 min read
Technical Debt vs Diff Debt, and Why I Stopped Treating Them as the Same Thing

Technical Debt vs Diff Debt, and Why I Stopped Treating Them as the Same Thing

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Comments 3
4 min read
A Good AI Code Reviewer Knows When to Stay Quiet

A Good AI Code Reviewer Knows When to Stay Quiet

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Comments 1
4 min read
The Cold-Context Critic: A Reviewer That Never Remembers Writing the Code

The Cold-Context Critic: A Reviewer That Never Remembers Writing the Code

Comments 6
4 min read
How to Review Large Pull Requests (Without Losing Your Mind)

How to Review Large Pull Requests (Without Losing Your Mind)

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4 min read
Stop Merging Blind: How I Use @code-reviewer Before Every PR

Stop Merging Blind: How I Use @code-reviewer Before Every PR

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6 min read
Technical Debt Audits Need Evidence, Not Vibes

Technical Debt Audits Need Evidence, Not Vibes

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3 min read
The AI Code Trust Debate Is Really a Multi-Repo Visibility Problem

The AI Code Trust Debate Is Really a Multi-Repo Visibility Problem

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2 min read
Copilot Chat Goes GA in PRs — But Multi-Repo Visibility Is Still Missing

Copilot Chat Goes GA in PRs — But Multi-Repo Visibility Is Still Missing

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2 min read
Agent PRs Are Piling Up. Multi-Repo Visibility Is the Missing Layer

Agent PRs Are Piling Up. Multi-Repo Visibility Is the Missing Layer

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2 min read
AI Code Review Got Much Better When I Gave It Design Contracts, Not Just Code (Fable5 review)

AI Code Review Got Much Better When I Gave It Design Contracts, Not Just Code (Fable5 review)

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9 min read
The math of multi-model consensus: when 3 cheap reviews beat 1 expensive one

The math of multi-model consensus: when 3 cheap reviews beat 1 expensive one

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5 min read
Your AI Code Reviewer Is a Liar, And You're Making It Worse

Your AI Code Reviewer Is a Liar, And You're Making It Worse

Comments 2
5 min read
A rulebook of how money code breaks, and an agent that refutes its own findings

A rulebook of how money code breaks, and an agent that refutes its own findings

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Comments 1
5 min read
The AI Senior Dev Dilemma: Am I Coding or Just Prompting?

The AI Senior Dev Dilemma: Am I Coding or Just Prompting?

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Comments 2
2 min read
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