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How to Review Test Code

How to Review Test Code

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5 min read
Every agent PR costs review time even if it never merges

Every agent PR costs review time even if it never merges

Comments 1
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

Comments 1
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
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
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
Reduce PR review time with AI: the bottleneck is the wait, not the read

Reduce PR review time with AI: the bottleneck is the wait, not the read

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2 min read
Cycle time and review time are not the same metric

Cycle time and review time are not the same metric

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2 min read
When review time plateaued, reviewers had stopped reading

When review time plateaued, reviewers had stopped reading

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2 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
Route Your AI Code Reviews by Risk: A Two-Tier Gate That Spends Strong Models Only on Scary Diffs

Route Your AI Code Reviews by Risk: A Two-Tier Gate That Spends Strong Models Only on Scary Diffs

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5 min read
A Two-Gate Harness for AI-Generated Patches You Can Run on a Free Server

A Two-Gate Harness for AI-Generated Patches You Can Run on a Free Server

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4 min read
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