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I Built GoleTalk — A Somali-First Social Platform Built for the Somali Internet 🇸🇴

I Built GoleTalk — A Somali-First Social Platform Built for the Somali Internet 🇸🇴

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3 min read
AI code review and agent verification are not the same

AI code review and agent verification are not the same

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2 min read
I built a lie-detector for my AI coding agent. Its first run caught me.

I built a lie-detector for my AI coding agent. Its first run caught me.

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4 min read
An LLM judge cannot be a build gate, and it is not about the cost

An LLM judge cannot be a build gate, and it is not about the cost

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3 min read
IIF, the QuickBooks import format with no way to report an error

IIF, the QuickBooks import format with no way to report an error

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4 min read
My check passed because the bug preserved the exact thing it was measuring

My check passed because the bug preserved the exact thing it was measuring

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3 min read
A PASS over an empty set is the same string as a real pass

A PASS over an empty set is the same string as a real pass

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6 min read
The biggest improvement in my skill evaluation came from a skill that was never invoked

The biggest improvement in my skill evaluation came from a skill that was never invoked

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4 min read
Your Eval Suite Measures the Wrong Thing

Your Eval Suite Measures the Wrong Thing

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7 min read
Two published tables disagreed, and the structure settled it

Two published tables disagreed, and the structure settled it

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3 min read
Two security rules I wrote and deleted, and why the second one was worse

Two security rules I wrote and deleted, and why the second one was worse

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3 min read
A Successful Response Can Still Belong to the Wrong Screen

A Successful Response Can Still Belong to the Wrong Screen

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2 min read
A Substring Is Not a Speech Act: My AI Agent Executed Questions and Quotes

A Substring Is Not a Speech Act: My AI Agent Executed Questions and Quotes

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4 min read
A Free Model Endpoint Is an Environment, Not a Benchmark: Pin Your Prompt Contract Before You Score It

A Free Model Endpoint Is an Environment, Not a Benchmark: Pin Your Prompt Contract Before You Score It

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4 min read
The most important test in a security scanner is the one where nothing happens

The most important test in a security scanner is the one where nothing happens

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3 min read
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