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A Refusal Gate for Free Infrastructure: Eight Traits That Should Block Your Deploy

A Refusal Gate for Free Infrastructure: Eight Traits That Should Block Your Deploy

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6 min read
The Cassette Take-Home: Grade Whether an Agent Can Be Re-Run Without the Model

The Cassette Take-Home: Grade Whether an Agent Can Be Re-Run Without the Model

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7 min read
Testing Token-2022 in LiteSVM: 37 checks, no network

Testing Token-2022 in LiteSVM: 37 checks, no network

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4 min read
Refactor a Messy Repo With a Diff Budget and One Frozen Seam

Refactor a Messy Repo With a Diff Budget and One Frozen Seam

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6 min read
Terminal-Bench: Why Agent Benchmarks Need Continuous Integration to Stay Valid

Terminal-Bench: Why Agent Benchmarks Need Continuous Integration to Stay Valid

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5 min read
Budget the Free Tokens Like Cash: One Wallet per Feature

Budget the Free Tokens Like Cash: One Wallet per Feature

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6 min read
Benchmark Your First Mobile Model Download Across Backgrounding and a Wi-Fi Flip

Benchmark Your First Mobile Model Download Across Backgrounding and a Wi-Fi Flip

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6 min read
Our Async Event Tests Passed 9 Times Out of 10. The Flakiness Was Hiding a Real Race Condition

Our Async Event Tests Passed 9 Times Out of 10. The Flakiness Was Hiding a Real Race Condition

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3 min read
When More Choice Makes a Website Harder to Use: Designing Service Pages for Meaningful Comparison

When More Choice Makes a Website Harder to Use: Designing Service Pages for Meaningful Comparison

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7 min read
Tutorial: Test the Refusal Path Before You Trust a Free Model Draft

Tutorial: Test the Refusal Path Before You Trust a Free Model Draft

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5 min read
Seven real blog exports into Framer CMS, and the four bugs they found

Seven real blog exports into Framer CMS, and the four bugs they found

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3 min read
A Fallback Model Is a Stranger: Four FAQ Answers Before You Route Traffic to It

A Fallback Model Is a Stranger: Four FAQ Answers Before You Route Traffic to It

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5 min read
I put the tests inside the Podlite 3.0 specification

I put the tests inside the Podlite 3.0 specification

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3 min read
Your JSON Mode Is Not a Schema: Four Structured-Output Myths and a Validation Gate

Your JSON Mode Is Not a Schema: Four Structured-Output Myths and a Validation Gate

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5 min read
Mutate the Fixture, Not the Code: Catching Agent Tests That Only Mirror the Implementation

Mutate the Fixture, Not the Code: Catching Agent Tests That Only Mirror the Implementation

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6 min read
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