QueryCraft is a Python-based prompt engineering toolkit designed to streamline the development of AI agents. It enables users to define structured prompts through a modular pipeline, connect seamlessly to multiple LLM APIs, and conduct automated evaluations against custom metrics. With built-in logging of token usage and costs, developers can measure performance, compare prompt variations, and identify inefficiencies. QueryCraft also includes debugging tools to inspect model outputs, visualize workflow steps, and benchmark across different models. Its CLI and SDK interfaces allow integration into CI/CD pipelines, supporting rapid iteration and collaboration. By providing a comprehensive environment for prompt design, testing, and optimization, QueryCraft helps teams deliver more accurate, efficient, and cost-effective AI agent solutions.

Splotch transforms your written workflows into live, editable diagrams. By simply adding text, you can generate a diagram that syncs with your text, ensuring that your visual representations are always up-to-date. This makes it easy to visualize operations, map journeys, and see your system in action. Suitable for various professions, Splotch offers flexibility in editing, exporting, and sharing diagrams, making collaboration easier. It supports manual and AI-based editing, as well as integration with tools like Google Docs.