<ul><li>AI token usage is following a similar trajectory as cloud adoption, with costs increasing over time and potential for unexpected expenses.</li><li>Understanding token usage is crucial as scale can hide costs; similar to surprise cloud bills, token costs can escalate rapidly.</li><li>Developers commonly use AI in practice for 'vibe coding,' where tokens accumulate with each iteration, leading to potential cost overruns.</li><li>Best practices for managing AI token usage include scoping code slices, externalizing business rules, and writing focused prompts to optimize efficiency and cost.</li></ul>

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