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Cutting an agent platform's LLM spend by 79%

A multi-agent software development platform was spending about $107 a day on model calls before it had any product traffic, and nobody could say which agent was spending it. The fix was attribution first, then caching, routing and hard caps, each verified against a full day of real traffic rather than a projection.

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