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Context Windowby Alex Janjic
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Explanations, tutorials, project notes, opinions, and field reports. New work appears first. Corrections keep their original publication date.

When the tool catalog becomes the prompt

A 192-run Microsoft.Extensions.AI benchmark compares sending 8 or 64 tools on every request with a RequestTools discovery function. At 64 tools, billed tokens drop by about 2.5x. At 8 tools, the extra round trip costs more than it saves.

AI systemsReliability