Stop Wasting Tokens: How Structuring AI Tasks Cut Token Cost by 20%
A controlled retrieval experiment comparing one-shot and test-gated implementation: about 21% lower estimated token-based cost, with both implementations passing the same 57-test acceptance suite.
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