OpenAI is fundamentally transforming how developers build autonomous agents with new Responses API capabilities.
“The shell tool enables a much wider range of use cases, like running Go or Java programs or starting a NodeJS server.”— OpenAI, Developer Documentation
5Supported languages
73% to 85%Accuracy improvement with skills
20%Error reduction with negative examples
Debian 12Container environment