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My 3-Machine AI Lab: How I Divide Work Between a Mac Mini, a Windows PC, and an Ubuntu Box

My 3-Machine AI Lab: How I Divide Work Between a Mac Mini, a Windows PC, and an Ubuntu Box

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7 min read
Building AI Agents That Actually Execute Workflows, Not Just Answer Questions

Building AI Agents That Actually Execute Workflows, Not Just Answer Questions

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8 min read
What MCP Solves and What It Deliberately Does Not.

What MCP Solves and What It Deliberately Does Not.

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6 min read
Try the Tech Radar #1 — TOON Cuts JSON Token Cost by 71% for LLM Context

Try the Tech Radar #1 — TOON Cuts JSON Token Cost by 71% for LLM Context

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5 min read
5 Things That Look Terrible as Plain Text (And How OpenUI Fixes Them)

5 Things That Look Terrible as Plain Text (And How OpenUI Fixes Them)

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9 min read
The Real Cost of Rebuilding AI Context (And How to Stop Paying It)

The Real Cost of Rebuilding AI Context (And How to Stop Paying It)

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3 min read
Why Every IT Engineer Should Build AI Agents in 2026 (Not Just Watch the Hype)

Why Every IT Engineer Should Build AI Agents in 2026 (Not Just Watch the Hype)

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2 min read
RAG Series (9): When RAG Gives Bad Answers — Root Cause Diagnosis with RAGAS

RAG Series (9): When RAG Gives Bad Answers — Root Cause Diagnosis with RAGAS

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6 min read
Making LLM Training Faster with Unsloth and NVIDIA!

Making LLM Training Faster with Unsloth and NVIDIA!

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10 min read
Why I built Ajah after Helicone went into maintenance mode

Why I built Ajah after Helicone went into maintenance mode

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1 min read
Stop Sequential Tooling: Mastering Claude 5 Stream-Ahead Intent with Java 26 Stream Gatherers

Stop Sequential Tooling: Mastering Claude 5 Stream-Ahead Intent with Java 26 Stream Gatherers

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2 min read
System Architecture

System Architecture

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8 min read
LLM Study Diary #3: PyTorch

LLM Study Diary #3: PyTorch

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2 min read
Beginner's Guide to Essential Terms in Artificial Intelligence

Beginner's Guide to Essential Terms in Artificial Intelligence

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10 min read
5 walls I hit shipping an AI reading app from West Africa (and what I'd tell past-me)

5 walls I hit shipping an AI reading app from West Africa (and what I'd tell past-me)

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5 min read
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