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

A quick checklist to debug inconsistent prompt outputs.

Techniques to shrink prompts and reduce costs.

Avoid these prompt patterns to reduce hallucinations.

A tiny eval set you can run on every edit.

Templates for consistent extraction.

A simple template for prompt version changes.

Add an output example to reduce formatting errors.

A reliable pattern for schema-heavy outputs.

Treat prompts as code: versioning + changelogs.