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Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

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7 min read
Building a Public Clinical Trial Data Quality Observatory with Python

Building a Public Clinical Trial Data Quality Observatory with Python

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3 min read
Spec-Driven Development: Let the Spec Drive the Code (With a Real Example)

Spec-Driven Development: Let the Spec Drive the Code (With a Real Example)

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5 min read
Building a 13-Agent Marketing Society on Qwen Cloud — What Actually Broke, and What I Learned Fixing It

Building a 13-Agent Marketing Society on Qwen Cloud — What Actually Broke, and What I Learned Fixing It

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3 min read
cgroups v2 as a Native Runtime Isolation Primitive — No Docker Required

cgroups v2 as a Native Runtime Isolation Primitive — No Docker Required

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5 min read
The Silent Vector Contamination Bug: Why Your Concurrent Embeddings Might Be Lying to You

The Silent Vector Contamination Bug: Why Your Concurrent Embeddings Might Be Lying to You

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4 min read
Building a Biomedical Data Lake with FastAPI, MinIO, and PostgreSQL

Building a Biomedical Data Lake with FastAPI, MinIO, and PostgreSQL

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5 min read
Rebalancing a portfolio without selling anything: the contribution algorithm

Rebalancing a portfolio without selling anything: the contribution algorithm

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4 min read
Your Dataset Loader Is Safe Now. Your Dataset Parser Might Not Be.

Your Dataset Loader Is Safe Now. Your Dataset Parser Might Not Be.

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4 min read
Why I stopped using Redis for rate limiting

Why I stopped using Redis for rate limiting

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1 min read
Stop Saying Python Iterators Are Eager

Stop Saying Python Iterators Are Eager

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4 min read
How We Translate Entire Books with LLMs Without Losing Context

How We Translate Entire Books with LLMs Without Losing Context

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5 min read
RAG sobre o seu prĂłprio cĂłdigo: o encanamento que separa o protĂłtipo do produto

RAG sobre o seu prĂłprio cĂłdigo: o encanamento que separa o protĂłtipo do produto

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3 min read
What If Your LLM Could Never Make Up a Fake Source Again?

What If Your LLM Could Never Make Up a Fake Source Again?

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3 min read
How I built a PDF bank statement analyzer in 8 languages (and what I learned)

How I built a PDF bank statement analyzer in 8 languages (and what I learned)

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2 min read
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