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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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Don't Wire a Coding Model Into Your Workflow Until It Passes Your Own Harness

Don't Wire a Coding Model Into Your Workflow Until It Passes Your Own Harness

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5 min read
A Race You Can't Reproduce Is Still a Race: Testing Model-Generated C++ Concurrency Fixes

A Race You Can't Reproduce Is Still a Race: Testing Model-Generated C++ Concurrency Fixes

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6 min read
I accidentally built a forward-deployed engineer's field kit

I accidentally built a forward-deployed engineer's field kit

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8 min read
Meta Muse Glimmer-30B: How a Dense Local Model Is Rethinking On-Device Agentic AI

Meta Muse Glimmer-30B: How a Dense Local Model Is Rethinking On-Device Agentic AI

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4 min read
Whisper + Deepgram + Piper: I Parallelized a Voice AI Pipeline and Cut Latency From 1,200ms to 340ms

Whisper + Deepgram + Piper: I Parallelized a Voice AI Pipeline and Cut Latency From 1,200ms to 340ms

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6 min read
Red-Teaming AI Coding Agents Without a Budget: A Boundary Test Suite on Free Models

Red-Teaming AI Coding Agents Without a Budget: A Boundary Test Suite on Free Models

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6 min read
A running session is not a reachable session

A running session is not a reachable session

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4 min read
AI API Costs Are Surprising People — Here's How to Check First

AI API Costs Are Surprising People — Here's How to Check First

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3 min read
The First NexFlow CLI Should Refuse to Run Agents

The First NexFlow CLI Should Refuse to Run Agents

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6 min read
I Stopped Trusting My Gut on New Open Models. A 30-Minute Scoring Loop Replaced It.

I Stopped Trusting My Gut on New Open Models. A 30-Minute Scoring Loop Replaced It.

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6 min read
I counted every Bun bug before and after the Rust rewrite

I counted every Bun bug before and after the Rust rewrite

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8 min read
Hype Cycles Don't Ship My Code: How I Gate New LLMs with a Self-Written Eval Deck

Hype Cycles Don't Ship My Code: How I Gate New LLMs with a Self-Written Eval Deck

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5 min read
Convergent evidence

Convergent evidence

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5 min read
Your AI Agent Has Access to Your Database. What Could Go Wrong?

Your AI Agent Has Access to Your Database. What Could Go Wrong?

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5 min read
Every Week a New Model Drops. Here's the 30-Minute Eval I Run Before Believing the Hype

Every Week a New Model Drops. Here's the 30-Minute Eval I Run Before Believing the Hype

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4 min read
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