Copilot
A four-stage agentic workflow
Beyond code generation: GitHub's guide to agentic engineering
GitHub says faster code generation moved the bottleneck to planning, review and production debugging, and proposes an agentic workflow across four stages. The post pairs striking numbers, 1.2 billion commits in one week and 441% longer pull request review times under heavy AI use, with concrete Copilot features for each stage.