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A Slow Warm Call Proved the Cache Contract Failed, Not the Cause

A Slow Warm Call Proved the Cache Contract Failed, Not the Cause

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8 min read
A Continuity Ledger for Long-Session AI NPC Dialogue

A Continuity Ledger for Long-Session AI NPC Dialogue

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5 min read
How to Keep Selenium Tests From Becoming Flaky

How to Keep Selenium Tests From Becoming Flaky

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4 min read
A noisy judge does not just add error bars. It shrinks the effect you are trying to measure.

A noisy judge does not just add error bars. It shrinks the effect you are trying to measure.

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11 min read
Understanding Bug Reports

Understanding Bug Reports

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3 min read
The Program Said the Cage Was Locked. I Asked the Kernel.

The Program Said the Cage Was Locked. I Asked the Kernel.

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7 min read
Your Agent Has a Bug You Can't Reproduce. Here's How to Catch It.

Your Agent Has a Bug You Can't Reproduce. Here's How to Catch It.

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5 min read
What eight live testnet contracts taught me about testing, gas, and putting an LLM in a settlement path

What eight live testnet contracts taught me about testing, gas, and putting an LLM in a settlement path

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6 min read
I Built an Agent Evaluation Harness for Local AI — What Most People Get Wrong

I Built an Agent Evaluation Harness for Local AI — What Most People Get Wrong

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13 min read
A perfect transcript can still be a wrong call: evaluating voice agents

A perfect transcript can still be a wrong call: evaluating voice agents

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4 min read
Fast Agent Quality Gates: Deterministic Rules Over LLM Judges

Fast Agent Quality Gates: Deterministic Rules Over LLM Judges

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6 min read
Test smarter with Snagly: 30 open-source QA skills for AI coding agents

Test smarter with Snagly: 30 open-source QA skills for AI coding agents

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7 min read
our CI passed. Your agent isn't operator-ready.

our CI passed. Your agent isn't operator-ready.

Comments 1
4 min read
The Most Dangerous Code in Your Repo Is the Behavior Nobody Can Prove

The Most Dangerous Code in Your Repo Is the Behavior Nobody Can Prove

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5 min read
Testing Management at Speed: Caching and Execution in CircleCI, Bitbucket Pipelines, and GitHub Actions

Testing Management at Speed: Caching and Execution in CircleCI, Bitbucket Pipelines, and GitHub Actions

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4 min read
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