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MLX Memory Safety Checklist: 6-Layer Defense for M1/M2 Apple Silicon

MLX Memory Safety Checklist: 6-Layer Defense for M1/M2 Apple Silicon

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4 min read
The 0.42% Bar: A Passive Yield Benchmark for Every Crypto Trading Bot (April 2026)

The 0.42% Bar: A Passive Yield Benchmark for Every Crypto Trading Bot (April 2026)

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6 min read
I Run a 40GB AI Model on a MacBook. Three Months of MLX on M1 Max Has Changed How I Think About Apple Silicon.

I Run a 40GB AI Model on a MacBook. Three Months of MLX on M1 Max Has Changed How I Think About Apple Silicon.

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7 min read
What 19 GB of Memory Compression Taught Me About MLX on M1 Max

What 19 GB of Memory Compression Taught Me About MLX on M1 Max

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7 min read
Fine-Tuning LLMs on Apple Silicon: New Tools Enable Local Prototyping, Reducing Cloud GPU Dependency

Fine-Tuning LLMs on Apple Silicon: New Tools Enable Local Prototyping, Reducing Cloud GPU Dependency

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19 min read
Why Apple Silicon Quietly Won the Local-AI Race (April 2026)

Why Apple Silicon Quietly Won the Local-AI Race (April 2026)

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6 min read
SleepyQuant – a 12-agent crypto quant running on one Mac

SleepyQuant – a 12-agent crypto quant running on one Mac

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3 min read
The Inverted Control: What 24 Hours of Running Our Own Bot Backwards Revealed

The Inverted Control: What 24 Hours of Running Our Own Bot Backwards Revealed

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7 min read
SleepyQuant Weekly · 2026W16

SleepyQuant Weekly · 2026W16

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2 min read
2.78 TFLOPS on a Fanless MacBook Air? Benchmarking Apple's M4 with MLX
Cover image for 2.78 TFLOPS on a Fanless MacBook Air? Benchmarking Apple's M4 with MLX

2.78 TFLOPS on a Fanless MacBook Air? Benchmarking Apple's M4 with MLX

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4 min read
Gemma 4 on Apple Silicon: 85 tok/s with a pip install
Cover image for Gemma 4 on Apple Silicon: 85 tok/s with a pip install

Gemma 4 on Apple Silicon: 85 tok/s with a pip install

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4 min read
Ollama Just Got 93% Faster on Mac. Here's How to Enable It.
Cover image for Ollama Just Got 93% Faster on Mac. Here's How to Enable It.

Ollama Just Got 93% Faster on Mac. Here's How to Enable It.

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5 min read
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