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What unshare -n leaves behind: building a boundary for an AI recon agent

How local Unix sockets bypass network namespaces

What unshare -n leaves behind: building a boundary for an AI recon agent

BERJAYA BERJAYA BERJAYA 12
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10 min read
My AI Tests Passed While Half the Mutants Went Undetected

My AI Tests Passed While Half the Mutants Went Undetected

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7 min read
What actually survives the OpenAI Evals shutdown, and what you have to rebuild by hand

What actually survives the OpenAI Evals shutdown, and what you have to rebuild by hand

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3 min read
Give your coding agent a target state rather than a ticket

Give your coding agent a target state rather than a ticket

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10 min read
Blame the Model Last: An Attribution FAQ

Blame the Model Last: An Attribution FAQ

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6 min read
My screenshot was 1080x1350. The page was 1722 pixels tall.

My screenshot was 1080x1350. The page was 1722 pixels tall.

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5 min read
Dynoxide 1.6.0 release notes

Dynoxide 1.6.0 release notes

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3 min read
My tests all passed. The broker disagreed.

My tests all passed. The broker disagreed.

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12 min read
Eight Languages in One Day: Localizing a Korean-Only App

Eight Languages in One Day: Localizing a Korean-Only App

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6 min read
Your Tests Find Bugs. Why Is Shipping Still Slow?

Your Tests Find Bugs. Why Is Shipping Still Slow?

BERJAYA BERJAYA 4
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5 min read
AI made fixtures unfair to factories

AI made fixtures unfair to factories

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1 min read
Mutate the Grader, Not the Code: A Weekly Self-Audit for AI C++ Patch Evals

Mutate the Grader, Not the Code: A Weekly Self-Audit for AI C++ Patch Evals

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7 min read
I Told Everyone to Tune Voice Agents Per Room. Nine of Mine Share One Config.

I Told Everyone to Tune Voice Agents Per Room. Nine of Mine Share One Config.

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6 min read
Blast Radius First: A Review Worksheet for Agent-Generated PRs

Blast Radius First: A Review Worksheet for Agent-Generated PRs

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5 min read
Benchmark Inside the Quota Envelope

Benchmark Inside the Quota Envelope

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6 min read
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