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Score Coding Models With a 60-Line Harness Before You Spend a Cent

Score Coding Models With a 60-Line Harness Before You Spend a Cent

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5 min read
Classifying mud crab sex with YOLOv11 — when 200 images and messy real-world labels fight back

Classifying mud crab sex with YOLOv11 — when 200 images and messy real-world labels fight back

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3 min read
What I learned trying to benchmark local LLMs honestly

What I learned trying to benchmark local LLMs honestly

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4 min read
Multi-hop questions break vector search. Here is a graph layer for Qdrant that fixes them.

Multi-hop questions break vector search. Here is a graph layer for Qdrant that fixes them.

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3 min read
I Said My Model Was Cheating. The Follow-up Says It Was Mostly Real.

I Said My Model Was Cheating. The Follow-up Says It Was Mostly Real.

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2 min read
Competitor pricing data is only useful if you model its failure modes

Competitor pricing data is only useful if you model its failure modes

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4 min read
One-Key Image Generation API Contracts for Multiple AI Models: A Storage Checklist

One-Key Image Generation API Contracts for Multiple AI Models: A Storage Checklist

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6 min read
¿Y si eliminamos todas las matemáticas de SHA-256? Mi experimento con Tablas de Búsqueda (LUT)

¿Y si eliminamos todas las matemáticas de SHA-256? Mi experimento con Tablas de Búsqueda (LUT)

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3 min read
PyScript

PyScript

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7 min read
How I Cut Test Automation Runtime by 70% Using a Custom WebDriver Pool

How I Cut Test Automation Runtime by 70% Using a Custom WebDriver Pool

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2 min read
I Built a 74-Tool Apple Music MCP Server for Claude & Cursor (Autonomous DJ, Spotify Importer & AirPlay)

I Built a 74-Tool Apple Music MCP Server for Claude & Cursor (Autonomous DJ, Spotify Importer & AirPlay)

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2 min read
Filter a Chattering Proximity Sensor in Python Without Blocking the Control Loop

Filter a Chattering Proximity Sensor in Python Without Blocking the Control Loop

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3 min read
A Reproducible Prompt Regression Harness You Can Run on Free Tiers

A Reproducible Prompt Regression Harness You Can Run on Free Tiers

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5 min read
I Built My Own Programming Language Because I Wanted Code to Read Like English

I Built My Own Programming Language Because I Wanted Code to Read Like English

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3 min read
Parsing an LLM's JSON Before the Last Token Arrives

Parsing an LLM's JSON Before the Last Token Arrives

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9 min read
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