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AI promoted every developer to reviewer. Nobody tested the reviewer.

89 percent of guardrails never tested for failure

AI promoted every developer to reviewer. Nobody tested the reviewer.

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6 min read
AI Is Transforming Software Development Workflows

AI Is Transforming Software Development Workflows

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6 min read
Every 401(k) fee analyzer wanted my login. The data was in a PDF they already mail me.

Every 401(k) fee analyzer wanted my login. The data was in a PDF they already mail me.

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4 min read
Account Permission Delegation - QA Test Report

Account Permission Delegation - QA Test Report

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3 min read
Mutation Testing as a Merge Gate for Agent-Written Tests

Mutation Testing as a Merge Gate for Agent-Written Tests

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5 min read
trelix v3.1.2 to v3.2.1: The Tests That Passed Without Testing Anything

trelix v3.1.2 to v3.2.1: The Tests That Passed Without Testing Anything

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12 min read
Confidence Procedures Are Production Code

Confidence Procedures Are Production Code

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9 min read
AWS Bedrock's built-in eval graded my agent green. It only looks at a quarter of it.

AWS Bedrock's built-in eval graded my agent green. It only looks at a quarter of it.

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5 min read
Software Quality Metrics: A Practice Guide for Release Decisions

Software Quality Metrics: A Practice Guide for Release Decisions

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13 min read
The Docs Draft Pipeline: What an AI May Write and What You Must Own

The Docs Draft Pipeline: What an AI May Write and What You Must Own

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5 min read
The Fix That Passed Review and Crashed in Release

The Fix That Passed Review and Crashed in Release

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3 min read
Determinism Is a Feature

Determinism Is a Feature

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6 min read
I Reviewed 12 Free-Tier Integrations. The Same Six Myths Kept Appearing.

I Reviewed 12 Free-Tier Integrations. The Same Six Myths Kept Appearing.

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4 min read
A 90-Minute Workshop for the New Reviewer Role

A 90-Minute Workshop for the New Reviewer Role

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4 min read
The Agent's Tests Passed. Mutation Testing Showed 2 of 4 Faults Survived.

The Agent's Tests Passed. Mutation Testing Showed 2 of 4 Faults Survived.

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5 min read
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