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Prompt Engineering — The Complete AI Engineer Roadmap
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Phase 3 – Agentic AI Systems
AI Agents: Concepts & Architectures
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Prompt Engineering
3.2 · AI Agents: Concepts & Architectures
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Understanding prompts & instructions
Prompt structure (system / user / tools)
Types of prompting: zero-shot, few-shot, chain-of-thought
Role prompting & persona design
Output formatting (JSON, structured outputs)
Prompt optimization & evaluation
Guardrails & prompt safety
context Engineering, context poisoning, context distraction
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