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Ten Packages, One Rule: A Check Must Be Able to Fail

Ten Packages, One Rule: A Check Must Be Able to Fail

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7 min read
What Mutation Testing Frameworks Do When a Timeout Kills Them

What Mutation Testing Frameworks Do When a Timeout Kills Them

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6 min read
Atlassian says Rovo cut PR review time 45%. Here's the measurement they didn't publish.

Atlassian says Rovo cut PR review time 45%. Here's the measurement they didn't publish.

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2 min read
My Extraction Score Was 0.08 and the Model Was Innocent: Rebuilding the Ruler

My Extraction Score Was 0.08 and the Model Was Innocent: Rebuilding the Ruler

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8 min read
Checking a Cost Model Against a Stranger's Config File

Checking a Cost Model Against a Stranger's Config File

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5 min read
I Built 30 Programmatic Pages. Google Indexed Zero.

I Built 30 Programmatic Pages. Google Indexed Zero.

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6 min read
Why First-Pass Rate Does Not Measure Engineering Delivery

Why First-Pass Rate Does Not Measure Engineering Delivery

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6 min read
Why First-Pass Rate Does Not Measure End-to-End Delivery

Why First-Pass Rate Does Not Measure End-to-End Delivery

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5 min read
What a Hibernated Browser Tab Actually Costs

What a Hibernated Browser Tab Actually Costs

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9 min read
A Better FP4 Gradient Quantizer That Training Couldn't Notice

A Better FP4 Gradient Quantizer That Training Couldn't Notice

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7 min read
Why a Small Transformer Can't Copy a Word It Hasn't Seen

Why a Small Transformer Can't Copy a Word It Hasn't Seen

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10 min read
How a Dedup Pass Deleted My Training Curriculum

How a Dedup Pass Deleted My Training Curriculum

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6 min read
Error Feedback, Gradient Compression, and Why Adam Breaks It

Error Feedback, Gradient Compression, and Why Adam Breaks It

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8 min read
What a Code Completer's Eval Never Measures: Ghost Text

What a Code Completer's Eval Never Measures: Ghost Text

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8 min read
Don't trust model quotes; use anchors instead

Don't trust model quotes; use anchors instead

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2 min read
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