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I run two Mac Minis side by side. One talks to Claude. The other runs Ollama with two open-source models that cost me exactly zero dollars per query. Every day, my system makes hundreds of AI calls. Status checks, content drafts, data validation, lead enrichment, research, strategy. Some of those calls need the best model…

80% of AI projects fail to deliver business value. After building a 15-agent AI system and consulting with businesses trying to do the same, here are the 7 mistakes I see everywhere and exactly how to avoid them.