Foundation
This phase should deliver a portfolio artifact you can show:
- Model behavior
- System prompts
- Temperature & sampling
Patterns
This phase should deliver a portfolio artifact you can show:
- Few-shot
- CoT
- Self-consistency
- Structured output
Production
This phase should deliver a portfolio artifact you can show:
- Evals
- Guardrails
- Cost & latency tuning
Weekly cadence
How to structure each week:
- 3-4 focused study blocks
- 1 project checkpoint
- 1 hour of review + notes
- One community post or share
Continue reading
More on Prompt Engineering
Prompt Engineering — complete pillar guide
The full overview, roadmap and career map.
What is Prompt Engineering? A Complete 2026 Guide
Prompt engineering is the practice of designing inputs, context and evaluation loops that make LLMs produce accurate, safe and consistent outputs. It underpi…
Prompt Engineering Career Roadmap 2026: Roles, Skills, Salary
Step-by-step Prompt Engineering career roadmap: roles, salary bands, skills and a 6-12 month learning plan for 2026.
Prompt Engineering Salary Guide 2026 (India + Global)
Prompt Engineering salary in India by role, experience and city. Compare junior to senior compensation for 2026.
Top Prompt Engineering Tools in 2026
The essential Prompt Engineering tools professionals use in 2026 — with strengths, use cases and how to learn each.
Prompt Engineering Applications: Real Industry Use Cases
How Prompt Engineering is used across industries — from healthcare to finance. Real 2026 use cases you can learn from.