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Prompt Engineering
Oct 31, 2025
NLP
36 min readNLP (7): Prompt Engineering and In-Context Learning
From prompt anatomy to chain-of-thought, self-consistency and ReAct: a working theory of in-context learning, the variance you have to fight, and the patterns that scale to real systems.
Prompt Engineering Complete Guide: From Zero to Advanced Optimization
Master prompt engineering from zero-shot basics to Tree of Thoughts, DSPy, and automated optimization. Includes benchmarks, code, and a debugging toolkit.