Inside GitHub's Fake Star Economy
Summary
This article analyzes a CMU ICSE 2026 study that identifies six million fake GitHub stars across 18,617 repositories and explains how such manipulation can influence venture funding. It maps the ecosystem of marketplaces, detection signals like fork-to-star ratios, and legal/regulatory concerns, while offering VC-aligned alternative metrics and calls for platform-level reforms.