Reproducibility in the Age of Agentic AI: Context Engineering at the Timescale of a Codebase

RESUMO

Reproducible research practices function as context engineering for AI coding agents. Agents lower the cost of maintaining tests, commit histories, repository structure, instructions, and decision records while making their benefits immediate, but researchers remain responsible for verifying these artifacts and the scientific judgments they encode.