A framework explaining why LLM performance degrades with task complexity, grounded in information theory, cognitive science, and software engineering; includes metrics and practices for context engineering and human-AI collaboration.

A digital fairy tale about ORACLE, an AI assistant designed to transform information overwhelm into effortless mastery for multi-project developers.