The latest articles on DEV Community by zephyr (@zephyr2026). https://dev.to/zephyr2026 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4082578%2F428255e0-0cab-46b2-a831-a9b3bbee42e1.png https://dev.to/zephyr2026 en zephyr Thu, 20 Aug 2026 10:00:27 +0000 https://dev.to/zephyr2026/beta-testing-api-gateway-for-chinese-origin-llms-free-test-quota-for-feedback-19oi https://dev.to/zephyr2026/beta-testing-api-gateway-for-chinese-origin-llms-free-test-quota-for-feedback-19oi <p>Hello, I have built an OpenAI‑compatible API gateway for Chinese‑origin open‑source large language models. This is a closed‑beta test, and I am offering limited free token quota to overseas developers in exchange for real‑world usage feedback and bug reports.</p> <p>This quota is for prototyping &amp; beta evaluation only. No commercial production usage, no mass‑batch scraping allowed.</p> <p>Feedback we hope to collect：<br> Latency, timeout, HTTP errors.<br> Stability of function‑call / tool‑call: truncated output, incomplete tool results, early response termination.<br> Integration obstacles and documentation usability.<br> Bugs, performance observations and feature suggestions for Chinese LLMs in English scenarios.</p> <p>How to join：<br> Comment below and briefly share your use‑case (e.g. Agent prototype with LangGraph, scripting, third‑party client integration). I will DM you the gateway endpoint, test API‑key and quick‑start documentation.<br> Important Disclaimers</p> <p>Do NOT send confidential or private business data.<br> Test keys will be revoked immediately for abuse, mass requests or commercial workloads.<br> Backend models are Chinese‑origin LLMs, not OpenAI models.</p> ai api backend llm