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#76 Neil: Mastering Context Engineering - Build Truly Autonomous AI Agents

23 min • 3 augusti 2025

Ready to graduate from prompting to architecting intelligent systems? This guide is your blueprint for mastering context engineering. We cover creating AI with long-term memory, implementing RAG with tools, and designing efficient multi-agent workflows. Build autonomous assistants. 🐘

We'll talk about:

The Fundamentals: What context engineering is and why it's more critical than prompt engineering.
AI Memory Systems: How to build short-term and long-term memory for your agents so they can hold natural conversations and remember user details.
RAG & Tool Calling: The techniques for allowing your AI to access and use external knowledge from documents, databases, and APIs.
Optimization Strategies: Mastering chunking, metadata, and re-ranking to improve the accuracy of information retrieval from your data.
Smart Summarization: How to significantly reduce operational costs and improve efficiency by summarizing information before feeding it to your AI.
Advanced Architecture: The right mindset for designing data pipelines and building complex, specialized multi-agent systems that deliver reliable results.

Keyword: Context Engineering, AI Automation, RAG, AI Tools, System Prompt, Chunking.

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