How a Trading Firm Ships New AI Models the Same Day - Noyan Tokgozoglu, Optiver

Shows how a production firm adopts new models within a day using internal golden sets, and how it keeps spend in check through a gateway with routing and budgets.

• inference — Running a trained model to get answers — the phase where AI is actually used, as opposed to trained.
• agent harness — The scaffolding around a model that turns it into a working agent — the loop, the tools it can call, and the rules for when to stop.

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