An experienced engineer who built 12+ AI agent systems explains why current autonomous agent hype is mathematically flawed. Error rates compound exponentially in multi-step workflows (95% per step = 36% success over 20 steps), token costs scale quadratically making conversational agents economically unsustainable, and tool

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