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Prompting and AI workflows

Practical, research-backed methods for getting reliable results from AI tools.

Guides

System promptWhat a system prompt is, a complete example, how it is structured and what it costs in tokens.Prompt injectionDirect and indirect prompt injection, what attackers can do, and the OWASP defences with their limits.Few-shot promptingWhat few-shot prompting is, how many examples vendors recommend, and the token cost of each example.Chain-of-thought promptingWhat chain-of-thought prompting is, the research, how reasoning models changed it, and the token cost.Prompt engineering guideThe techniques of prompt engineering with vendor and research evidence, token costs and links to detailed guides.