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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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A Two-Hour Fit Test for AI Coding Models on Your Own Codebase

A Two-Hour Fit Test for AI Coding Models on Your Own Codebase

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4 min read
Pick Your LLM With a Scoreboard, Not a Hunch: A Two-File Eval That Costs Nothing to Re-Run

Pick Your LLM With a Scoreboard, Not a Hunch: A Two-File Eval That Costs Nothing to Re-Run

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6 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
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
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
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
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
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
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
Two AI agents checked the same script for a safety guard. One found it, one didn't. Both were right.

Two AI agents checked the same script for a safety guard. One found it, one didn't. Both were right.

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3 min read
From 'Vibe Coding' to Sovereign Agents: Mastering Local-First AI with Row-Bot, Hindsight, and Docker Sandboxes

From 'Vibe Coding' to Sovereign Agents: Mastering Local-First AI with Row-Bot, Hindsight, and Docker Sandboxes

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8 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
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
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
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
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