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

20 min • 23 juli 2025

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 sophisticated Multi-Agent Systems and stateful workflows with context routing and staging.
Optimization & Efficiency: Using smart techniques like context summarization, formatting, and trimming to reduce costs and improve speed.
Your Action Plan: A practical, step-by-step roadmap to start implementing these strategies in your own projects today.

Keyword: Context Engineering, AI Agents, LLM, Prompt Engineering, AI Tools.

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