Introduction: The Intelligence Revolution at the Edge

When an agent operates within an iterative loop (planning, tool invocation, observation, and re-planning), the volume of accumulated data grows exponentially. Left unmanaged, this accumulation inevitably triggers Context Bloat and its direct consequence, Context Rot (attention degradation).

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