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A Three-Pass Hygiene Check for Free Coding Model Diffs

A Three-Pass Hygiene Check for Free Coding Model Diffs

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3 min read
MiniMax H3 Is Making Noise. My First Check Isn’t the Leaderboard.

MiniMax H3 Is Making Noise. My First Check Isn’t the Leaderboard.

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3 min read
A Free Replay Bench for Agent Tool-Call Failures Before You Deploy

A Free Replay Bench for Agent Tool-Call Failures Before You Deploy

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3 min read
Don't Let a Free Model Rewrite Your Code. Let It Generate the Tests You Forgot.

Don't Let a Free Model Rewrite Your Code. Let It Generate the Tests You Forgot.

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5 min read
How do you manage placeholder data without wasting time on manual entry?

How do you manage placeholder data without wasting time on manual entry?

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2 min read
How Much Should We Trust AI-Generated Tests?

How Much Should We Trust AI-Generated Tests?

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1 min read
We found a bug that let our test suite write to production. Here's what we did about it.

We found a bug that let our test suite write to production. Here's what we did about it.

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2 min read
The monitoring bug that turned out not to be a bug

The monitoring bug that turned out not to be a bug

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3 min read
One AI Answer, Eight Brands: Designing a Benchmark Without Multiplying the Evidence

One AI Answer, Eight Brands: Designing a Benchmark Without Multiplying the Evidence

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6 min read
Every Week a New Model Is "Cheaper and Better" — Here's the 30-Minute Harness That Settles It

Every Week a New Model Is "Cheaper and Better" — Here's the 30-Minute Harness That Settles It

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5 min read
It's Almost Like You Need an Actual Programmer

It's Almost Like You Need an Actual Programmer

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3 min read
The New Technical Debt

The New Technical Debt

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4 min read
Evals as Guardrails

Evals as Guardrails

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10 min read
A Zero-Cost Pre-Merge Gate for AI-Generated Changes: Fixtures, Diff Tests, and a Throwaway Server

A Zero-Cost Pre-Merge Gate for AI-Generated Changes: Fixtures, Diff Tests, and a Throwaway Server

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6 min read
Testing APIs without a cloud account: a local-first workflow

Testing APIs without a cloud account: a local-first workflow

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2 min read
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