Vibe Coding

Sharing • 2026-09-06

Xiaohongshu dots3-note Preview: 512K Context Multimodal Model with Limited-Time Free API

Xiaohongshu's Dots Studio has open-sourced the dots3-note Preview model, featuring native 512K ultra-long context and multimodal input, now available with limited-time free API access. This guide breaks down model specs, free rate limits, API key generation, and setup tutorials for Python, Cherry Studio, and Chatbox, along with troubleshooting tips to get you started quickly.

Sharing • 2026-09-05

Using the GLM-5.3 LLM for Free: TokenRouter Setup & Gotchas Guide

This guide provides a detailed walkthrough on accessing Zhipu's GLM-5.3 model for free via the TokenRouter platform. It covers account registration, API key creation with model permission locking, configuration for popular clients and Python code examples, along with in-depth analysis of the 8 RPM rate limit, 1M context window, and critical tips to prevent unexpected charges—helping developers jumpstart prototyping and lightweight QA testing at zero cost.