Riley Brown tests a voice-driven Codex workflow that reads support complaints and prepares draft responses, research notes and an Excalidraw board. He uses separate background tasks to keep longer research moving while discussing other work, emphasizing that useful automation still needs clear instructions and review of the actual output.
The demonstration also explores app prototyping and remote voice control from an iPhone. Brown distinguishes drafting from sending messages and observes limits around changing models and task behavior. The Jarvis comparison describes his experience, not a guarantee that the assistant can safely complete every request without supervision.
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