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I Followed the Appeal Path. There Was No Appeal.

Exposes a corporate cryptographic hallucination

I Followed the Appeal Path. There Was No Appeal.

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Comments 7
11 min read
Testing a data pipeline against the spreadsheets it replaced

Testing a data pipeline against the spreadsheets it replaced

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7 min read
Freeze Agent-Patch Tests Against a Fixture Digest, Not a Name

Freeze Agent-Patch Tests Against a Fixture Digest, Not a Name

Comments 1
7 min read
The Higher-Ranked AI Fix Failed. The Lower-Ranked One Passed.

The Higher-Ranked AI Fix Failed. The Lower-Ranked One Passed.

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5 min read
I built a daily JavaScript puzzle game where a wrong answer physically can't ship

I built a daily JavaScript puzzle game where a wrong answer physically can't ship

1
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1 min read
Benchmark an AI Coding Task Across Mobile Backgrounding, Network Switches, and Battery Pressure

Benchmark an AI Coding Task Across Mobile Backgrounding, Network Switches, and Battery Pressure

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4 min read
AI Agent Test Data Generation via MCP Server

AI Agent Test Data Generation via MCP Server

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Comments 1
4 min read
Benchmark Mobile AI Reconnect Recovery Across Lifecycle Transitions With a Server You Can Kill

Benchmark Mobile AI Reconnect Recovery Across Lifecycle Transitions With a Server You Can Kill

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5 min read
Better bug reports: what to screenshot, and what to hide first

Better bug reports: what to screenshot, and what to hide first

Comments 1
2 min read
Stop Using Random Fake Data: How to Generate Realistic Test Data for Modern Applications

Stop Using Random Fake Data: How to Generate Realistic Test Data for Modern Applications

Comments 1
5 min read
Canary Idempotent Webhooks With Duplicate, Timeout, and Reorder Gates

Canary Idempotent Webhooks With Duplicate, Timeout, and Reorder Gates

1
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4 min read
When You Delete a Rule, Hunt the Tests That Went Quiet

When You Delete a Rule, Hunt the Tests That Went Quiet

2
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5 min read
How to Test an AI Agent Before Giving It Access to Your Files

How to Test an AI Agent Before Giving It Access to Your Files

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2 min read
Building a Tested ASP.NET Core Minimal API in One File

Building a Tested ASP.NET Core Minimal API in One File

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3 min read
A New Cheap Model Dropped. Here's the 2-Hour Canary Test I Run Before Touching It

A New Cheap Model Dropped. Here's the 2-Hour Canary Test I Run Before Touching It

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Comments 1
6 min read
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