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.
Abstract: In integration testing it can be very useful to predict how much time it will take to complete a set of integration test runs, especially during the version changes of software projects.
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