PromptStation – Git-style version control and AI optimization for prompts

Summary: PromptStation provides version control with full diff views and AI-driven optimization for prompts, converting KO/JP/ZH inputs into LLM-optimized English. It integrates with real LLMs via a REST API, enabling prompt management as code.

What it does

It versions every prompt edit with a Git-like diff viewer and applies AI optimization using Anthropic/OpenAI principles, including semantic XML tagging and auto-translation from Korean, Japanese, or Chinese to English. Prompts can be tested against real LLMs and accessed through a REST API for automation.

Who it's for

Developers who manage prompts as code and need version control, testing, and integration in production workflows, especially for non-English markets.

Why it matters

It solves prompt management fragmentation by providing structured versioning, optimization, and verification, ensuring prompt integrity and seamless deployment.