Dream it. Code it. Instantly.

While not a serious entrant into the coding assistant arena, Cerebra’s tech demo here shows a few things.

1. Coding assistants are commoditized. It’s increasingly hard to pick from dozens of choices with similar interfaces that primarily break down to a prompt.

2. With few companies able to make direct money from the costly and heavily subsidies distorted inference business, “commoditize your complements” is a more viable business model for many coding assistants

3. Cerebra’s main point - speed (their core product is AI accelerators) - points to the underlying paradigm shift that will eventually cause tectonic change in the world of software: On the fly interface generation.