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ARTICLE27

The day I realized AI costs need a warning light

DEV.to AIΒ·April 15, 2026

A solo developer faced unexpected AI bills due to the cumulative cost of small, frequent prompts without real-time tracking. To address this "death by a thousand tiny prompts," they created TokenBar, a menu bar app that provides immediate visibility into AI token usage and costs, shifting from postmortem analysis to proactive management.

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