Prompt Engineering Handbook
Built for software engineers working with modern LLMs, agent workflows, RAG systems, debugging, architecture analysis, and daily coding productivity.
Senior Engineer Edition
Foundations
Core thinking patterns that make prompts reliable and reusable.
Templates
Reusable prompt structures you can adapt quickly for real tasks.
Strategies
High-value prompting methods with practical engineering examples.
Developer Prompts
Prompts for coding, refactoring, testing, reviews, and design work.
RAG Prompting
How to ground model answers in retrieved documents without drift.
Agent Prompting
Planner-executor prompts, tool usage rules, and validation loops.
Debugging Playbook
How to diagnose hallucinations, weak outputs, and wrong assumptions.
Cheat Sheet
Quick reference page for daily use.
What this handbook focuses on
| Area | What you get |
|---|---|
| Prompt design | Role definition, constraints, context framing, output structure, evaluation patterns. |
| Developer workflow | Prompts for code generation, review, refactoring, API work, bug fixing, test creation, and architecture notes. |
| LLM systems | Prompting patterns for RAG, tool-calling, multi-step workflows, and agent-style systems. |
| Quality control | Techniques to reduce hallucinations, overconfidence, ambiguity, and noisy outputs. |
Tip: start with Foundations, then Templates, then Developer Prompts. After that, move to RAG and Agents.