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# llm

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Moving WeOutside246 from GPT-5 to local models on a base M4 Mac Mini

Moving WeOutside246 from GPT-5 to local models on a base M4 Mac Mini

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10 min read
Building AI Agents for Slack and Discord Using LLMs

Building AI Agents for Slack and Discord Using LLMs

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3 min read
I read 31 pages of Anthropic prompting guidance so you don't have to — here's what actually changes with Claude 4.7

I read 31 pages of Anthropic prompting guidance so you don't have to — here's what actually changes with Claude 4.7

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4 min read
AI’s Biggest Problem Isn’t Intelligence — It’s Evaluation

AI’s Biggest Problem Isn’t Intelligence — It’s Evaluation

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6 min read
Why Your AI Character Keeps Breaking Under Pressure (And What I Built Instead of Yet Another System Prompt)

Why Your AI Character Keeps Breaking Under Pressure (And What I Built Instead of Yet Another System Prompt)

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8 min read
We Built a Data Gravity Calculator for AI Infrastructure Placement — Here's the Methodology

We Built a Data Gravity Calculator for AI Infrastructure Placement — Here's the Methodology

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3 min read
LLM Gateway Architecture: When You Need One and How to Get Started

LLM Gateway Architecture: When You Need One and How to Get Started

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8 min read
How to Evaluate LLM Outputs for Production: A Practical Framework

How to Evaluate LLM Outputs for Production: A Practical Framework

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2 min read
Ustaad: Building a Wiki That Thinks

Ustaad: Building a Wiki That Thinks

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4 min read
Why your LLM agent fails at 3 AM (and how state machines fix it)

Why your LLM agent fails at 3 AM (and how state machines fix it)

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2 min read
I Built a CLI That Talks to 13 LLM Providers — Here's What I Learned

I Built a CLI That Talks to 13 LLM Providers — Here's What I Learned

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3 min read
Model Showdown Round 3: Ditching Ollama in Favor of llama.cpp

Model Showdown Round 3: Ditching Ollama in Favor of llama.cpp

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12 min read
Chapter 7. Context Management and Token Optimization

Chapter 7. Context Management and Token Optimization

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10 min read
Part 3: Types of RAG

Part 3: Types of RAG

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3 min read
RAG vs Fine-Tuning — I've Used Both in Production, Here's What Actually Matters

RAG vs Fine-Tuning — I've Used Both in Production, Here's What Actually Matters

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3 min read
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