This guide explains how the open‑source CC Switch tool intercepts local AI API calls, converts protocols, and forwards requests so that AI coding assistants like Claude Code can use any free or low‑cost model such as Xfyun Qwen 3.6 without code changes.
The article benchmarks three domestic multimodal large models—Step 3.7 Flash, Qwen 3.6‑flash, and MiniMax M3—across two production‑oriented scenarios, measuring quality, latency, and token cost, and concludes that Step 3.7 Flash consistently offers the best speed‑cost trade‑off while maintaining reliable output.
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.
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.
