Open-source Coding with Cline and Arcee Trinity Large
February 14, 2026
I built a code review app powered by @ArceeAI 's new Trinity Large model and deployed it to a @HuggingFace Space. In this video, I use the Cline AI coding assistant with Trinity Large to explore and enhance the code review app. Open-source coding all the way! Try the app yourself and let me know what it catches in your code.
⭐️⭐️⭐️ More content on Substack at https://julsimon.substack.com ⭐️⭐️⭐️
Trinity Large is a 400B parameter Mixture-of-Experts model trained in 33 days for $20M — a fraction of what frontier labs spend. It has 256 experts but activates only 4 per token, so only 13B active parameters do the work. That translates to 2-3x faster inference than anything in its weight class, which you can feel in the demo when reviews come back in seconds.
Code review app: https://huggingface.co/spaces/juliensimon/trinity-code-reviewer
Hugging Face model page: https://huggingface.co/arcee-ai/Trinity-Large-Preview
OpenRouter model page: https://openrouter.ai/arcee-ai/trinity-large-preview
Arcee AI blog post: https://www.arcee.ai/blog/trinity-large