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Why your engineering team is wasting money on AI tokens
AI token spend behaves like cloud spend, not a SaaS subscription. The fix is rationalizing usage by value, setting budgets, and building cost sensors into the workflow.
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AI token spend behaves like cloud spend, not a SaaS subscription. The fix is rationalizing usage by value, setting budgets, and building cost sensors into the workflow.
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Vibe coding accelerates prototypes and quietly accumulates security and maintainability debt. The fix is not more willpower but sensors built into the workflow.
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Coding agents are net-positive on greenfield velocity and net-negative on legacy maintainability. The scaffolding around the agent decides which one you get.