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Last Updated on June 22, 2026 by Editorial Team

Originally published on Towards AI.

By Mike Oller | AI Tool insider

I’ve spent the last year building AI agents that do real work — not just answer questions, but write code, generate reports, schedule tasks, and interact with production systems. And I’ve learned an uncomfortable lesson: