#58 Neil: From Prompts To Systems - Mastering AI Context Engineering

Move from being an AI user to an AI architect. This definitive guide is your blueprint for mastering context engineering. We explore 9 core techniques to manage memory, tools, and workflows, enabling you to build robust, scalable, and cost-efficient AI systems. 🏗️

We'll talk about:

• Why Context Matters More Than Prompts: Understanding core problems like context poisoning, drift, and the "Needle in a Haystack" issue.
• Building an AI Memory: Implementing both short-term (conversational) and long-term (persistent) memory for your agents.
• Handling External Knowledge: Mastering Retrieval-Augmented Generation (RAG) and effective Tool Calling without overloading the context window.
• Advanced AI Architectures: Designing sophi ...