From model to agent: Equipping the Responses API with a computer environment
How OpenAI built an agent runtime using the Responses API, shell tool, and hosted containers to run secure, scalable agents with files, tools, and state.
Signal weather
The story has moved beyond the first headline and now acts as a reliable context anchor.
Why now
This story is still moving and pulling follow-up coverage.