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Engineering notes on AI models, infrastructure, automation, and the systems we're building.

What is Context Engineering? The Shift from Prompts to Environments
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What is Context Engineering? The Shift from Prompts to Environments

We're moving from Prompt Engineering to Context Engineering. Learn why the asset is no longer the prompt; it's the environment the AI operates in.

Untempled Team

December 8, 2024

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How to Write Great .cursorrules Files
Tutorials4 min read

How to Write Great .cursorrules Files

Master the art of .cursorrules configuration. Learn patterns, best practices, and examples that will supercharge your AI-assisted development.

Untempled Team

Dec 6, 2024

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Getting Started with MCP Servers for Claude
Tutorials4 min read

Getting Started with MCP Servers for Claude

Model Context Protocol (MCP) servers extend Claude's capabilities with custom tools. Learn how to install, configure, and build MCP servers.

Untempled Team

Dec 4, 2024

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Fine-Tuning Guide: LoRA vs Full Fine-Tune for LLMs
AI Development3 min read

Fine-Tuning Guide: LoRA vs Full Fine-Tune for LLMs

Should you use LoRA or full fine-tuning? Learn the trade-offs, use cases, and best practices for customizing language models.

Untempled Team

Dec 2, 2024

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