@prinonturio: One Claude Opus agent just embarrassed an entire team of cheaper AI workers. Across ~1,200 experiments and 41 configurations, solo Claude Opus hit 81% success at $1.20/task. Pairing Opus with cheaper DeepSeek workers dropped success to 67% and raised the cost to $1.29/task. Multi-agent handoffs rebuild context, expire prompt caches, and burn reviewer tokens—plus three agents even agreed on an invented requirement. Optimize for cost per completed task, not raw token price. Follow for AI engineering lessons that save actual money. #aiengineering #aiagents #claudeopus #deepseek #codingcosts

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Friday 06 November 2026 03:23:23 GMT