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The OpenAI API and the Playground

Start where the model lives. In the Playground you experiment before you write any code: system versus user messages, temperature and what it actually trades off (consistency versus variation), max tokens, and the token counter that turns cost from an abstraction into a number you watch move.

Get a prompt working here first, then take it to code. This is also where prompting and model behaviour become concrete, against the real API rather than in theory.