Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.
OpenAI has recently published a detailed architecture description of the Codex App Server, a bidirectional protocol that decouples the Codex coding agent's core logic from its various client surfaces.
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