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

2026-09-10

AI Summary

本文探讨了通过AI编码代理进行上下文工程以降低维护成本并提高科研可复现性的问题。

Abstract

Reproducible research practices are context engineering for AI coding agents. I argue that agents lower the cost of maintaining tests, commit histories, repository structure, instructions, and decision records while making their benefits immediate. Researchers remain responsible for verifying these artifacts and the scientific judgments they encode.

Problem

• Reproducibility
• Agentic AI
• Context Engineering
• Codebase

Innovation

• AI coding agents
• context engineering
• reproducibility
• research practices