Agentic Context Engineering (evolving contexts for self-improving LMs)

A line of work on evolving an agent's context at runtime so the model self-improves without weight updates.

What it means The academic framing of what the substrate-batch + landscape-brief + KB-principle loop does informally. Indexed via a curated list — read the underlying papers before teaching specifics.