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When a developer gives an AI agent a coding task, the agent does more than answer once. It plans, generates code, runs tests, and repeats the process to correct errors. A single task can use 10 to 50 times more tokens than a basic chat prompt. The more useful the agent becomes, the more calls…

Walk into the network operations center of any major enterprise and you will see an array of monitoring capability. Massive dashboards track API response times to the millisecond and map digital customer journeys from an ad click on a smartphone all the way to a virtual shopping basket. On paper, enterprise IT has achieved total…