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Comprehension debt: what AI-written code actually costs

Comprehension debt: what AI-written code actually costs

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7 min read
Claude Code Auto Mode Just Replaced Your Code Review

Claude Code Auto Mode Just Replaced Your Code Review

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1 min read
A Free Model Endpoint Is an Environment, Not a Benchmark: Pin Your Prompt Contract Before You Score It

A Free Model Endpoint Is an Environment, Not a Benchmark: Pin Your Prompt Contract Before You Score It

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4 min read
How to Review a Refactor

How to Review a Refactor

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5 min read
Apple's "goto fail" was one duplicated line. Would you have caught it in review?

Apple's "goto fail" was one duplicated line. Would you have caught it in review?

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2 min read
A Diff Autopsy Sheet for Free-Model Changes: Flag Deletions, Churn, and Repo Shape Before Review

A Diff Autopsy Sheet for Free-Model Changes: Flag Deletions, Churn, and Repo Shape Before Review

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5 min read
How to Review Test Code

How to Review Test Code

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5 min read
Free Preflight Review in CI: Cut Paid Minutes with a Simple Gate

Free Preflight Review in CI: Cut Paid Minutes with a Simple Gate

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5 min read
Stop Trusting AI-Written GitLab CI: 12 Checks to Gate It

Stop Trusting AI-Written GitLab CI: 12 Checks to Gate It

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4 min read
Gate the Patch, Not the Model: A Three-Check Loop for Untrusted Code Outputs

Gate the Patch, Not the Model: A Three-Check Loop for Untrusted Code Outputs

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5 min read
A Free Model's Review Had No Evidence. The Maintainer Added a Claim Ledger.

A Free Model's Review Had No Evidence. The Maintainer Added a Claim Ledger.

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4 min read
Measure a Free Coding Model's Patch Footprint Before You Merge It

Measure a Free Coding Model's Patch Footprint Before You Merge It

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4 min read
Dependency Distance: A Blast-Radius Check for AI-Generated Changes

Dependency Distance: A Blast-Radius Check for AI-Generated Changes

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4 min read
A Three-Pass Hygiene Check for Free Coding Model Diffs

A Three-Pass Hygiene Check for Free Coding Model Diffs

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3 min read
oss pr reviewer tutorial: My Node.js Validation Bug

oss pr reviewer tutorial: My Node.js Validation Bug

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8 min read
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