---
source_url: https://mp.weixin.qq.com/s/ckzsd8QWzctGqLXeFILOlw
ingested: 2026-06-04
sha256: TBD
type: raw-source
tags: [article, kimi-work, k2.6, moonshot, vibe-working, code-agent-extension, foundation-model-advantage, harness-co-design]
---

# Kimi Work Beta：通用 Agent 一定来自模型公司

[正文见 entity 页面：[[entities/kimi-work-codex-vibe-working-paradigm-shift]]]