All Domains
4
20% of examPrompt 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
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