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Prompt Engineering & Structured Output

Apply advanced prompt engineering techniques including structured output with JSON schemas, validation-retry loops, batch processing, and multi-pass review architectures.

Key Topics
  • Explicit criteria over vague instructions
  • Few-shot examples for ambiguous scenarios
  • tool_use with JSON schemas for guaranteed structured output
  • Validation-retry-feedback loops
  • Message Batches API (50% savings, 24h window)
  • Multi-pass review architectures
  • System prompts and role priming
  • Chain-of-thought and reasoning strategies
  • Temperature and sampling parameter tuning

Practice Questions

12 questions available for this domain