Context Design Patterns

12 min

What you will learn

Apply retrieval-augmented context to ground AI responses in specific documents
Use few-shot context injection to steer output format and quality
Design system prompt architectures that create consistent AI behavior
Manage memory and context hierarchy to stay within token limits

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Context Design Patterns

Great context engineering is not ad hoc. It follows proven patterns that you can learn, apply, and combine. Here are the five patterns every context engineer should know.

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Knowledge check

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In the context hierarchy, which type of context should have the highest priority and always be included?

Key takeaway

Context engineering has repeatable design patterns: RAG for grounding in documents, few-shot injection for format control, system prompt layering for behavior, and memory management for continuity. Mastering these patterns gives you reliable control over AI output quality.