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Silent AI Code Bugs: Passing Reviews, Failing in Production

Silent AI Code Bugs: Passing Reviews, Failing in Production

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7 min read
Running Self-Hosted AI Code Reviews with Ollama on a Small VPS

Running Self-Hosted AI Code Reviews with Ollama on a Small VPS

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7 min read
Security Code Review Checklist for Critical Paths

Security Code Review Checklist for Critical Paths

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5 min read
What to verify after an AI agent says tests pass

What to verify after an AI agent says tests pass

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Comments 5
2 min read
C# API CRUD Done Wrong, Then Done Right: A Complete Bad-Practices-vs-Best-Practices Walkthrough

C# API CRUD Done Wrong, Then Done Right: A Complete Bad-Practices-vs-Best-Practices Walkthrough

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13 min read
A reviewer's attention is a fixed budget

A reviewer's attention is a fixed budget

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7 min read
Cross-reviewing the same deliverable with Claude Code and Codex

Cross-reviewing the same deliverable with Claude Code and Codex

Comments 2
7 min read
Pair Programming vs Code Review: Not Rivals

Pair Programming vs Code Review: Not Rivals

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5 min read
I stopped rubber-stamping AI PRs — here's the 10-minute review bar I use

I stopped rubber-stamping AI PRs — here's the 10-minute review bar I use

Comments 3
5 min read
I Grade AI Agent Code for a Living. Here's the 12-Point Checklist I Run Before Trusting Any of It.

I Grade AI Agent Code for a Living. Here's the 12-Point Checklist I Run Before Trusting Any of It.

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4 min read
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
Code Review in the AI Era

Code Review in the AI Era

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Comments 1
4 min read
Why "tests passed" is the wrong question for an AI coding agent

Why "tests passed" is the wrong question for an AI coding agent

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Comments 5
4 min read
AI Code Review in 2026: The Hard Part Isn't the Code

AI Code Review in 2026: The Hard Part Isn't the Code

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Comments 4
10 min read
My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

Caught in 3 minutes via empty-set trap logic

My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

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Comments 19
8 min read
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