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How to evaluate AI code review on your own pull requests

How to evaluate AI code review on your own pull requests

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5 min read
The PR Description Is a Hypothesis: Falsifying Agent Claims with Differential Probes

The PR Description Is a Hypothesis: Falsifying Agent Claims with Differential Probes

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5 min read
Write the Rollback First: An Irreversibility Audit for Agent-Generated PRs

Write the Rollback First: An Irreversibility Audit for Agent-Generated PRs

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6 min read
A Pairing Hour on Free-Model Review: Three Dead Ends and the Two-Run Citation Filter

A Pairing Hour on Free-Model Review: Three Dead Ends and the Two-Run Citation Filter

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6 min read
6,308 comment lines in 72,683, zero TODOs, and the 26-line comment above a single boolean

6,308 comment lines in 72,683, zero TODOs, and the 26-line comment above a single boolean

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6 min read
Three Review Lanes for Model-Drafted Docs: Route Changes by Risk, Not by Diff Size

Three Review Lanes for Model-Drafted Docs: Route Changes by Risk, Not by Diff Size

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8 min read
Reviewing an Agent PR That Adds Request Coalescing: The Colliding Cache Key, the Test That Lied, and the Meter That Double-Charged

Reviewing an Agent PR That Adds Request Coalescing: The Colliding Cache Key, the Test That Lied, and the Meter That Double-Charged

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6 min read
Reproducible is not correct: defect classes a green test suite cannot see

Reproducible is not correct: defect classes a green test suite cannot see

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6 min read
The Take-Home Where the Candidate Must Break Their Own PR

The Take-Home Where the Candidate Must Break Their Own PR

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6 min read
Por que Clean Code e Arquitetura Limpa salvam projetos de TI do caos (e da dor de cabeça)

Por que Clean Code e Arquitetura Limpa salvam projetos de TI do caos (e da dor de cabeça)

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3 min read
Your First Review Loop: Turn Reviewer Comments Into Fixup Commits

Your First Review Loop: Turn Reviewer Comments Into Fixup Commits

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4 min read
Why Laser Welding Quality Decides the Lifespan of Automotive Oil Coolers

Why Laser Welding Quality Decides the Lifespan of Automotive Oil Coolers

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3 min read
Red-Green or It Didn't Happen: Auditing the Tests Inside Agent-Generated PRs

Red-Green or It Didn't Happen: Auditing the Tests Inside Agent-Generated PRs

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6 min read
Reviewing an Agent's SSE PR: The Split UTF-8 Byte, the Replayed Event, and What to Revert

Reviewing an Agent's SSE PR: The Split UTF-8 Byte, the Replayed Event, and What to Revert

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5 min read
The Agent Re-formatted the Whole File and Buried Its Own Change

The Agent Re-formatted the Whole File and Buried Its Own Change

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2 min read
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