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Your draft changed. Why is it still approved?

Your draft changed. Why is it still approved?

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2 min read
Building a Licensed Anime Upscaling Test Set in Public

Building a Licensed Anime Upscaling Test Set in Public

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4 min read
Items Saturate; Judges Do Not: What a Leaderboard Means When a Model Does the Scoring

Items Saturate; Judges Do Not: What a Leaderboard Means When a Model Does the Scoring

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5 min read
Cancelling timers with AbortController: seven cases including cleanup

Cancelling timers with AbortController: seven cases including cleanup

Comments 1
4 min read
Testing a plugin hook that points to a missing file

Testing a plugin hook that points to a missing file

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2 min read
I shut down my agent-safety toolkit to audit AI graders

I shut down my agent-safety toolkit to audit AI graders

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3 min read
A contain rectangle is a contract, not a PDF fidelity test

A contain rectangle is a contract, not a PDF fidelity test

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3 min read
A Recovery Branch That Keeps the Learner on the Same Step

A Recovery Branch That Keeps the Learner on the Same Step

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2 min read
Load Test an LLM API Without Misleading Results

Load Test an LLM API Without Misleading Results

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3 min read
Our 266 tests have never run anywhere but this laptop, and I found out two of them are red by running them

Our 266 tests have never run anywhere but this laptop, and I found out two of them are red by running them

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4 min read
Same Model, Same Scaffold, 10 Runs: Agent Benchmark Scores Still Move by Up to 6 Points

Same Model, Same Scaffold, 10 Runs: Agent Benchmark Scores Still Move by Up to 6 Points

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5 min read
Claude Code's eval grader can't see a no-break space

Claude Code's eval grader can't see a no-break space

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4 min read
Fixing the bad write doesn't fix the bad data: wiping a poisoned on-device cache with a schema version

Fixing the bad write doesn't fix the bad data: wiping a poisoned on-device cache with a schema version

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Comments 1
4 min read
The agent checked for approval. Why did it refund anyway?

The agent checked for approval. Why did it refund anyway?

1
Comments
4 min read
Your Timeout Is Local: Five Myths About Model Calls You Retry

Your Timeout Is Local: Five Myths About Model Calls You Retry

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7 min read
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