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How to Actually Scale Multi-Agent AI (A Chip Designer's Playbook)
86-89% of multi-agent AI pilots never reach production. Multi-agent failure taxonomy research classifies the breakdowns into specification failures, inter-agent failures, and system composition failures; the core model is rarely the culprit. The semiconductor industry hit a structurally identical complexity wall around 2003: EDA software couldn't compile flat layouts