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Ctrip Technology
Ctrip Technology
Jun 18, 2026 · Artificial Intelligence

How Trip.com Cut Multilingual UI QA Costs by 90% with GUI Agent and Multi‑Agent AI

Trip.com built the "慧鉴天工" system that combines a GUI Agent, multi‑agent LQA algorithms, OODA‑loop architecture, and a knowledge‑graph‑enhanced pipeline to automate page collection, multilingual text extraction, and quality inspection across 31 languages, achieving over 90% cost reduction and 70%+ detection accuracy.

GUI AgentLarge Language ModelOODA Loop
0 likes · 21 min read
How Trip.com Cut Multilingual UI QA Costs by 90% with GUI Agent and Multi‑Agent AI
Shi's AI Notebook
Shi's AI Notebook
Apr 17, 2026 · Artificial Intelligence

Claude Opus 4.7 Enhances Long‑Task Handling & Qwen 3.6‑35B‑A3B Open‑Source Release

The roundup covers Anthropic’s Claude Opus 4.7 launch with improved long‑task processing and higher rate limits, Alibaba’s open‑source Qwen 3.6‑35B‑A3B sparse‑MoE model, Anthropic usage tips, OpenAI Codex’s expanded plugin suite, GLM‑5.1 tool‑call fix, Ternary Bonsai’s ternary‑weight efficiency, Tencent’s HY‑World 2.0, Sim2Reason physics learning, plus Gemini on Spot and π0.7 robot model releases.

Claude Opus 4.7Gemini RoboticsOpenAI Codex
0 likes · 10 min read
Claude Opus 4.7 Enhances Long‑Task Handling & Qwen 3.6‑35B‑A3B Open‑Source Release