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What are Pre-Trained Models, Fine-Tuning, RAG, and Prompt Engineering? A Simple Kitchen Guide

What are Pre-Trained Models, Fine-Tuning, RAG, and Prompt Engineering? A Simple Kitchen Guide

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11 min read
I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.

I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.

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6 min read
When does a difference engine become a search for truth?

When does a difference engine become a search for truth?

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3 min read
Building Your Own "Google Maps for Codebases": A Guide to Semantic Code Search with LLMs

Building Your Own "Google Maps for Codebases": A Guide to Semantic Code Search with LLMs

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6 min read
Conflux Release: A Spec-Driven Orchestrator for Parallel AI Development

Conflux Release: A Spec-Driven Orchestrator for Parallel AI Development

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6 min read
Building an MCP Server with Common Lisp

Building an MCP Server with Common Lisp

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3 min read
Build a RAG Pipeline from Scratch in Python: A Step-by-Step Guide

Build a RAG Pipeline from Scratch in Python: A Step-by-Step Guide

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9 min read
🤖 Building a Private, Local WhatsApp AI Assistant with Node.js & Ollama

🤖 Building a Private, Local WhatsApp AI Assistant with Node.js & Ollama

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2 min read
Why Do Local AI Agents Forget You?

Why Do Local AI Agents Forget You?

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6 min read
From Monolithic Prompts to Modular Context: A Practical Architecture for Agent Memory

From Monolithic Prompts to Modular Context: A Practical Architecture for Agent Memory

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5 min read
Gemma4 Tool Calling Fixes in llama.cpp, RTX cuBLAS MatMul Bug, & Local Ollama + Whisper UI

Gemma4 Tool Calling Fixes in llama.cpp, RTX cuBLAS MatMul Bug, & Local Ollama + Whisper UI

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3 min read
Five Atomic Skills, Two Approaches: Claude Code and a Paper

Five Atomic Skills, Two Approaches: Claude Code and a Paper

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22 min read
Claude Code install and config for Ollama, llama.cpp, pricing

Claude Code install and config for Ollama, llama.cpp, pricing

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9 min read
Hermes AI Assistant - Install, Setup, Workflow, and Troubleshooting

Hermes AI Assistant - Install, Setup, Workflow, and Troubleshooting

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7 min read
Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs

Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs

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6 min read
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