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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Your AI Coding Assistant Writes Shell Commands. Do You Actually Test Them Before They Run?

Your AI Coding Assistant Writes Shell Commands. Do You Actually Test Them Before They Run?

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5 min read
My AI Agent Found a 5-Sigma Result on Day One. I Deleted It.

My AI Agent Found a 5-Sigma Result on Day One. I Deleted It.

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4 min read
A Disposable Sandbox Pattern for Testing AI Coding Agents Safely

A Disposable Sandbox Pattern for Testing AI Coding Agents Safely

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4 min read
I Installed 300 MCP Servers From PyPI. About 43% Don't Start.

I Installed 300 MCP Servers From PyPI. About 43% Don't Start.

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4 min read
AI May Fragment Local Discovery, but the Search Narrative Needs Stronger Evidence

AI May Fragment Local Discovery, but the Search Narrative Needs Stronger Evidence

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4 min read
Before Your AI Coding Agent Gets More Tools, Test Where Its Boundaries Actually Are

Before Your AI Coding Agent Gets More Tools, Test Where Its Boundaries Actually Are

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5 min read
A Reproducible Sandbox for Testing AI Agent Tool Boundaries on a Free Server

A Reproducible Sandbox for Testing AI Agent Tool Boundaries on a Free Server

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5 min read
Your Agent's Permission Slip Belongs in Version Control, Not in a Prompt

Your Agent's Permission Slip Belongs in Version Control, Not in a Prompt

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7 min read
I Stopped Trusting My Gut on AI Coding Models. Here's the 30-Minute Test Rig I Use Instead

I Stopped Trusting My Gut on AI Coding Models. Here's the 30-Minute Test Rig I Use Instead

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6 min read
Only Two AI Updates Cleared My 36-Hour Cutoff

Only Two AI Updates Cleared My 36-Hour Cutoff

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2 min read
Your job application isn't sent until the company says it is

Your job application isn't sent until the company says it is

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4 min read
When Generation Outruns Review: Add an Explanation Gate to Every Pull Request

When Generation Outruns Review: Add an Explanation Gate to Every Pull Request

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6 min read
How we cut our LLM bill 40% with multi-provider routing

How we cut our LLM bill 40% with multi-provider routing

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2 min read
Don't Trust the Transcript: A Pytest Harness That Audits What Your AI Coding Agent Actually Did

Don't Trust the Transcript: A Pytest Harness That Audits What Your AI Coding Agent Actually Did

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6 min read
Stop Picking LLMs by Vibes: A Reproducible Evaluation Harness You Can Run for Free

Stop Picking LLMs by Vibes: A Reproducible Evaluation Harness You Can Run for Free

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5 min read
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