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AI as Infrastructure & Model Migration

AI as Infrastructure & Model Migration

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2 min read
Building a RAG Evaluation Harness That Actually Catches Problems

Building a RAG Evaluation Harness That Actually Catches Problems

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5 min read
RAG Series (2): Building Your First RAG Pipeline with LangChain

RAG Series (2): Building Your First RAG Pipeline with LangChain

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10 min read
Anthropic and the Runtime Harness for Persistent Agents

Anthropic and the Runtime Harness for Persistent Agents

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4 min read
LLM Study Diary #1: Transformer

LLM Study Diary #1: Transformer

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3 min read
How I Used DSPy to Cut Claude API Costs by 73% (With Real Benchmarks)

How I Used DSPy to Cut Claude API Costs by 73% (With Real Benchmarks)

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4 min read
LangChain fundamentals part 2: structured outputs and tool calling

LangChain fundamentals part 2: structured outputs and tool calling

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2 min read
KVQuant: Run 70B LLMs on 8GB RAM with KV Cache Quantization

KVQuant: Run 70B LLMs on 8GB RAM with KV Cache Quantization

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1 min read
Building a Persistent Knowledge Base RAG System with FastAPI, llama.cpp, Chroma, and Open WebUI

Building a Persistent Knowledge Base RAG System with FastAPI, llama.cpp, Chroma, and Open WebUI

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7 min read
On Character Formation and Identity

On Character Formation and Identity

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5 min read
The database is where AI agents in production get weird

The database is where AI agents in production get weird

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2 min read
Qwen 3.5 SAEs & 3.6 Q6_K Multimodal, DeepSeek's Visual Primitives Framework

Qwen 3.5 SAEs & 3.6 Q6_K Multimodal, DeepSeek's Visual Primitives Framework

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3 min read
Madness Driven Design: Don Quixote, Sancho Panza, and Your AI Copilot

Madness Driven Design: Don Quixote, Sancho Panza, and Your AI Copilot

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8 min read
RustyClaw: I'm rewriting an AI agent in Rust (because the meme demands it)

RustyClaw: I'm rewriting an AI agent in Rust (because the meme demands it)

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7 min read
My AI Read a JSON File from Disk 900 Times in a Loop (And Why No Linter Can Save You)

My AI Read a JSON File from Disk 900 Times in a Loop (And Why No Linter Can Save You)

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6 min read
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