The Efficiency-Throughput Gap with GitHub Copilot
Summary
An ACM CACM article analyzes whether GitHub Copilot delivers real efficiency gains or merely shifts effort, exploring the efficiency-throughput gap in AI-assisted coding and its implications for developer workflows. It discusses tradeoffs, task suitability, cognitive load, and considerations for adopting AI-assisted coding in teams and CI/CD pipelines.