In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

A high-performance Model Context Protocol server that provides text diffing capabilities. This server enables LLMs to efficiently compare two blocks of text and receive the differences in the standard ...

Every LLM coding agent has the same Achilles' heel: edit application. When Claude, GPT, or any model tries to modify code, it generates an old_text → new_text pair. The tool then does an exact string ...