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Sydney Runkle
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docs/docs/agents/context.md
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**Context engineering** is the [art and science of filling the context window with just the right information](https://x.com/karpathy/status/1937902205765607626) so that an AI application can accomplish a task. Context can be characterized along two key dimensions:
**By mutability:**
- **Static context**: Immutable data that doesn't change during execution (e.g., user metadata, database connections, tools)
- **Dynamic context**: Mutable data that evolves as the application runs (e.g., conversation history, intermediate results, tool call observations)
**By lifetime:**
- **Runtime context**: Data scoped to a single run or invocation
- **Cross-conversation context**: Data that persists across multiple conversations or sessions