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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
Transitioning to Automated PR Approvals: Addressing Code Quality, Team Dynamics, and Performance Concerns

Transitioning to Automated PR Approvals: Addressing Code Quality, Team Dynamics, and Performance Concerns

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19 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
Deciphering JavaScript Checkers: Know Why and When You Might Use Them

Deciphering JavaScript Checkers: Know Why and When You Might Use Them

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6 min read
27,231 words of comments in our repo, and "rather than" appears 107 times to "because" 66

27,231 words of comments in our repo, and "rather than" appears 107 times to "because" 66

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6 min read
72,683 lines of TypeScript with one any in them, and two compiler flags that would add 455 errors

72,683 lines of TypeScript with one any in them, and two compiler flags that would add 455 errors

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6 min read
Making AI-Generated Code Easier to Review

Making AI-Generated Code Easier to Review

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3 min read
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