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Prompting as engineering
Part of LLM application engineering
Needs first
Nothing — this is a starting point.
Helps first
Nothing recommended beyond what is required.
Where it is assessed
3 assessed items, 0 done.
Verified sources
- Extended thinking
- Models overview
- AI prompt engineering: A deep dive · Anthropic
- Prompting 101 | Code w/ Claude · Anthropic
- LLM Agents MOOC | UC Berkeley CS294-196 Fall 2024 | LLM Reasoning · Berkeley RDI
- Patterns for Building LLM-based Systems & Products
- LLM Bootcamp - Spring 2023 · The Full Stack
- Learn to Spell: Prompt Engineering (LLM Bootcamp) · The Full Stack
- openai/openai-cookbook
- Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- Language Models are Few-Shot Learners
- Self-Consistency Improves Chain of Thought Reasoning in Language Models
- anthropics/prompt-eng-interactive-tutorial