agentic-workflows

GitHub has deployed agentic workflows that automatically generate documentation pull requests from merged code changes. The system, used by the Aspire team, creates SME-reviewed documentation updates across repositories, reducing the lag between feature releases and documentation updates.

GitHub details how it reduced token consumption in production agentic workflows that run on every pull request. The company instrumented its own workflows to identify inefficiencies and built automated agents to address them.