---
id: "lib-2026-09-28-harness-engineering-for-ai-native-software"
type: "library"
title: "Harness Engineering for AI-Native Software Engineering"
title_original: "驾驭工程：赋能智能原生软件工程研究报告（2026年）"
lang: "ZH"
org: "CAICT 中国信通院 云计算与数字化研究所"
source_type: "Report"
date: "2026-09-28"
week: "2026-W40"
url: "https://nosov.ai/library/lib-2026-09-28-harness-engineering-for-ai-native-software/"
original_url: "https://www.caict.ac.cn/kxyj/qwfb/ztbg/202609/P020260928603514637493.pdf"
tags: ["lane a", "ai technology", "business transformation", "software delivery"]
---

# Harness Engineering for AI-Native Software Engineering

Original title: 驾驭工程：赋能智能原生软件工程研究报告（2026年）

## English summary

CAICT survey to May 2026: 67.3% of software firms run AI in production, 31.2% have agents embedded in core dev flow. AI codegen tool penetration 54.4%, automated testing 49.1%. Tencent more than 50k devs on AI coding. L1-L5 harness maturity model; case table (Yixin auto-finance agent 16 h runs, 65% autonomous delivery). Cites 'pure coding demand -47%' from a vendor-mixed survey (weak); 63 pp.

Original: https://www.caict.ac.cn/kxyj/qwfb/ztbg/202609/P020260928603514637493.pdf