Discover AI Workflows

Chain of Thought Prompting This technique dramatically improves reasoning capabilities in LLMs. Problem LLMs often fail at multistep reasoning. Solution Ask it to think step by step. Prompt

Pick models with a simple rubric.

Define strict tool contracts to avoid unsafe calls.

Combine speed with correctness using two passes.

Techniques to shrink prompts and reduce costs.

A quick checklist to debug inconsistent prompt outputs.

Make posts easier to scan and index.

Group eval results by task to spot regressions.

Force answers to cite retrieved sources.

Avoid these prompt patterns to reduce hallucinations.