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Structured outputs and forced tool use aren't prompting tricks — they mask invalid tokens at the decoding layer so malformed JSON becomes mechanically impossible, not just less likely.
Agent latency is usually a prompt-construction problem in disguise: prefix caching, continuous batching, and tool-call structure determine how much of your context gets reprocessed on every turn.