PEEK

AxLLM launches Ax, a multi-language LLM framework that uses typed signatures to replace prompt glue with automated prompt generation, parsing, validation, and retry loops. Built on research from DSPy,…

A developer reports sustained use of PEEK, a system that maintains a compact context map in an agent's prompt to orient it within recurring external contexts. The map, a few hundred tokens appended to…