GPT-Astra helped develop the Jalapeño chip. 'Supporting each new model family still requires new kernels and model-specific optimizations. Using Codex with GPT‑Astra, the team brought three open-weight models that were not part of Jalapeño’s original production plan to high performance within two months.'