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A developer runs an AI agent on a Raspberry Pi 5, using a 3B-parameter local model for 70% of procedural work and a cloud API for 30% of reasoning tasks. This cuts cloud costs to $10-15/month and reduces latency from 8-15 seconds to 2-5 seconds per request.
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