Prompt Engineering for Engineers: From Zero-Shot to Automatic Prompt DesignA practical tour of the techniques that turn large language models into reliable components - zero-shot, few-shot, chain-of-thought, tree of thoughts, structured output, and automatic prompt search
A practical, code-backed guide to prompt engineering: zero-shot, few-shot, CoT, self-consistency, tree of thoughts, structured output, and automatic prompt design.
Zero-Shot, Few-Shot, and Tool-Using Agents: Choosing the Right Prompting StrategyHow to decide between instruction-only, examples, and structured tool calls as complexity grows.
Understand zero-shot vs few-shot prompting in modern AI engineering, when each works best, and how tool use and structured outputs change your prompt strategy.