Scaling llms.txt: Automating Context Optimization for AI Agents

As AI agents increasingly browse the web, llms.txt is emerging as a critical standard for making content machine-readable. This engineering approach moves beyond flat indexing to semantic clustering, ensuring LLMs receive high-density, coherent context rather than fragmented data.