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#codequality

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The reviewer flagged the helper as dead code, but a string in the config was the only caller

The reviewer flagged the helper as dead code, but a string in the config was the only caller

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3 min read
The agent resolved the merge conflict by keeping both sides, and the code compiled into a dead branch

The agent resolved the merge conflict by keeping both sides, and the code compiled into a dead branch

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3 min read
The agent filled the missing config with a default and the misconfiguration went quiet

The agent filled the missing config with a default and the misconfiguration went quiet

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3 min read
How we test AI phone agents before they take real calls

How we test AI phone agents before they take real calls

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3 min read
The Comments Are Not For You

The Comments Are Not For You

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7 min read
The agent fixed the failing call site and left the same bug on its sibling

The agent fixed the failing call site and left the same bug on its sibling

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3 min read
A push gate that quizzes you on your AI's code ships its own unresolved false negatives

A push gate that quizzes you on your AI's code ships its own unresolved false negatives

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6 min read
The AI test that passes because it copied the code's assumption

The AI test that passes because it copied the code's assumption

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3 min read
Can AI Code Reviewers Stay Reliable Under Pressure?

Can AI Code Reviewers Stay Reliable Under Pressure?

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4 min read
What Software Teams Can Learn from ISO 13485 (the QMS Behind Medical Devices)

What Software Teams Can Learn from ISO 13485 (the QMS Behind Medical Devices)

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3 min read
Corrective action in aerospace (AS9100) and medical (ISO 13485): what changes vs. automotive 8D

Corrective action in aerospace (AS9100) and medical (ISO 13485): what changes vs. automotive 8D

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4 min read
Test, Heal Thyself!

Test, Heal Thyself!

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4 min read
Guardrails so AI-written code doesn't turn into spaghetti

Guardrails so AI-written code doesn't turn into spaghetti

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3 min read
Review the Contract, Not the Diff: Auditing Agent-Generated PRs Hunk by Hunk

Review the Contract, Not the Diff: Auditing Agent-Generated PRs Hunk by Hunk

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8 min read
A Model Fallback PR: What to Trust, What to Revert, What to Test

A Model Fallback PR: What to Trust, What to Revert, What to Test

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5 min read
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