Title: The Paradigm Shift from Harness Engineering to Environmen...

URL Source: https://www.bestblogs.dev/status/2039366549513871662

Published Time: 2026-04-01 15:37:29

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The Paradigm Shift from Harness Engineering to Environment Engineering

The Paradigm Shift from Harness Engineering to Environment Engineering

@lifesinger

Harness Engineering 很快会被 Environment Engineering 替代

人是环境的反应器

Agent 也会是环境的反应器

谁能创造一个合适环境

谁就能培养出最好的 Agent

地球上恰到好处的环境

创造了人

一起抛弃爱马仕

开始拥抱 Environment Engineering Show More

Apr 1, 2026, 3:37 PM View on X

11 Replies

0 Retweets

21 Likes

1,938 Views  Frank Wang 玉伯 @lifesinger

One Sentence Summary

Yubo argues that the core of AI Agent development lies in constructing the right 'environment' rather than just control or prompting, highlighting the importance of Environment Engineering.

Summary

This tweet explores the paradigm shift in AI Agent development, suggesting that 'Environment Engineering' will supersede 'Harness Engineering.' The author posits that just as humans are products of their environment, so are AI Agents. He emphasizes that building an external environment capable of stimulating an Agent's capabilities is the key to future AI development, rather than relying solely on instruction-based control.

AI Score

83

Influence Score 15

Published At Today

Language

Chinese

Tags

AI Agent

Environment Engineering

AI Development

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The Paradigm Shift from Harness Engineering to Environmen...