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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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I built an open source SDK to catch AI agent regressions before they ship.

I built an open source SDK to catch AI agent regressions before they ship.

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1 min read
I built a Python preprocessing tool and a reviewer called it "low-trust" — here's what they got right

I built a Python preprocessing tool and a reviewer called it "low-trust" — here's what they got right

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5 min read
Building TraceroAI: A Better Way to Debug RAG Applications

Building TraceroAI: A Better Way to Debug RAG Applications

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1 min read
How to Fine-Tune LLaMA and Mistral for €2 (Without Cloud GPU Rental)

How to Fine-Tune LLaMA and Mistral for €2 (Without Cloud GPU Rental)

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2 min read
Multi-Agent AI Systems: A Practical Guide to Orchestrating LLMs for Complex Workflows

Multi-Agent AI Systems: A Practical Guide to Orchestrating LLMs for Complex Workflows

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5 min read
Why I Stopped Waiting for Deep Work Blocks and Started Building in Taxi Rides

Why I Stopped Waiting for Deep Work Blocks and Started Building in Taxi Rides

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4 min read
I Trained a Neural Network on Real Medical Data and Fit It in 8.9 kB of Pure C

I Trained a Neural Network on Real Medical Data and Fit It in 8.9 kB of Pure C

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10 min read
How to build a 22ms agent goal-drift detector

How to build a 22ms agent goal-drift detector

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6 min read
Claude Code Persistent Memory, Multi-Agent AI Architectures, & Model Quirks

Claude Code Persistent Memory, Multi-Agent AI Architectures, & Model Quirks

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4 min read
How Machine Learning Detects Fraud: A Practical Breakdown

How Machine Learning Detects Fraud: A Practical Breakdown

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3 min read
GEO vs SEO: Why ChatGPT Citations Matter More Than Google Rankings

GEO vs SEO: Why ChatGPT Citations Matter More Than Google Rankings

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6 min read
How to add eval quality gates to your LLM app (like CI for AI)

How to add eval quality gates to your LLM app (like CI for AI)

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2 min read
How to Access 50+ Chinese AI Models With One API — No Code Changes Required

How to Access 50+ Chinese AI Models With One API — No Code Changes Required

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7 min read
How Missing Values Distort PCA Embeddings (And The Fix)

How Missing Values Distort PCA Embeddings (And The Fix)

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6 min read
How to Access 50+ Chinese AI Models Through One API — No Code Changes Required

How to Access 50+ Chinese AI Models Through One API — No Code Changes Required

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7 min read
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