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Writing evidence-linked docs exposed two missing regression tests

Writing evidence-linked docs exposed two missing regression tests

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8 min read
My dev environment was hiding eight production bugs

My dev environment was hiding eight production bugs

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5 min read
Let a Free Model Try to Break Your API Before Your Users Do

Let a Free Model Try to Break Your API Before Your Users Do

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5 min read
How do you regression-test a ReDoS fix without hanging CI?

How do you regression-test a ReDoS fix without hanging CI?

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1 min read
One Quality Score Is a Lie: Split Your RAG Judge Into Retrieval, Groundedness, and Relevance

One Quality Score Is a Lie: Split Your RAG Judge Into Retrieval, Groundedness, and Relevance

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5 min read
Design QA at 1:1

Design QA at 1:1

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2 min read
Five bugs AI wrote for me that never threw an error

Five bugs AI wrote for me that never threw an error

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6 min read
The Detector Reported Zero Because It Only Had One Item.

The Detector Reported Zero Because It Only Had One Item.

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9 min read
Free Model Explanations Are Just Another Build Input. So I Gave Them a Replay Cache.

Free Model Explanations Are Just Another Build Input. So I Gave Them a Replay Cache.

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5 min read
Cheap AI Model? Replay Collected Failures Before You Swap

Cheap AI Model? Replay Collected Failures Before You Swap

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5 min read
Silent Regressions Have No Stack Trace: A Minimal Prompt Eval Harness

Silent Regressions Have No Stack Trace: A Minimal Prompt Eval Harness

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5 min read
I build a tool that says don't trust self-report. Then I trusted mine seven times in one day

Real examples of silent software failures

I build a tool that says don't trust self-report. Then I trusted mine seven times in one day

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5 min read
A coding agent changed the code. What proves the task is done?

A coding agent changed the code. What proves the task is done?

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3 min read
UCIe 3.0 Chiplet Verification: Turn Runtime Recalibration into a Scenario Matrix

UCIe 3.0 Chiplet Verification: Turn Runtime Recalibration into a Scenario Matrix

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6 min read
A Burn-In Gate for Free AI Models: Test the Assistant Before It Touches Your Repo

A Burn-In Gate for Free AI Models: Test the Assistant Before It Touches Your Repo

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5 min read
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