Episode Details

What's really happening inside OpenAI's Codex revamp when they shipped a desktop agent that can drive any Mac app in the background while you do other work?

The common story is that this is a coding tool update — but the reality is that Codex shifted categories entirely, and the gap to Claude's computer use is wider than I expected after running them side by side for a week.

In this episode, I share the inside scoop on what OpenAI is really building and why it looks so different from Anthropic:

• Why Codex finishes in two minutes what takes Claude five or six with fumbles and retries

• How the Workflow-to-Shortcuts-to-Sky team made background agents actually usable

• What Chronicle tells you about training signal for computer use

• Where Conway fits into Anthropic's bet that the ecosystem will cooperate

Leaders who keep waiting for vendors to ship agent-ready interfaces are missing that Codex doesn't need the software industry to build for agents — the body just uses whatever's already there.

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