prompty and mtp

About prompty

microsoft/prompty

Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for developers.

This helps AI application developers create, manage, and evaluate prompts for large language models. Developers input their desired prompt instructions, define model configurations, and specify input variables, which then generates a ready-to-use prompt that can be run across different environments or debugged within a VS Code extension. This tool is for developers building and refining AI applications.

About mtp

imkohenauser/mtp

Mapping the Prompt (MTP) is a lightweight, model-agnostic framework for visualizing conversational states with generative AI as coordinates. It replaces fine-grained text prompts with an intuitive UI layer (SVG/CSS/JS), enabling alignment of intent, tone, and style across major LLMs.