I gave the same task to claude with 5 different prompting approaches and tracked the results. sharing my data.

Structured prompting and few-shot examples dominated zero-shot on every metric I tracked — accuracy, format compliance, retry rate. The gains are large enough to change how you build. What's still genuinely open: how...