Agentic Delegation and the Language Frontier of Software Developers: A Model and Evidence from Claude Code on GitHub

Alexander Quispe, Kevin Xu

We develop and test a model of agentic delegation in software production. Developers face language-specific entry thresholds; conversational AI mainly augments work in languages th…