Chain-of-Thought & Multi-Step Reasoning

by Vibecoders Hub Owner

Advanced prompting techniques -- chain-of-thought, prompt chaining, self-consistency, and the ReAct pattern -- for getting AI models to reason more reliably through complex, multi-step problems.

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Curriculum

Chain-of-Thought Prompting

1. What Chain-of-Thought Prompting Is and Why It WorksFree preview
2. Zero-Shot vs. Few-Shot CoT and Structured Reasoning Frameworks

Prompt Chaining and Multi-Step Workflows

1. Prompt Chaining: Sequential Multi-Step Workflows
2. Self-Consistency and the Map-Reduce Pattern for Long Documents

Reasoning Patterns and Systematic Debugging

1. The ReAct Pattern: Reasoning + Acting
2. Systematically Debugging a Prompt That Isn't Working