Use to explain or reason about the foundational concepts of context engineering: the context window, attention mechanics, the U-shaped…
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10.8k ctx
standalone
Use for persistent semantic memory in agent systems: cross-session retention, entity tracking, temporal validity, graph or vector…
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14k ctx
standalone
Use when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, or parallel…
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13k ctx
standalone