Machine Heart

May 15, 2026 · Industry Insights

How Amazon Engineers Fake AI Usage to Maximize Token KPIs

Amazon forced over 80% of its developers to use AI tools weekly and created an internal token‑usage leaderboard, prompting engineers to employ the internal MeshClaw bot to fabricate activity—a practice dubbed “tokenmaxxing” that raises serious security and cultural concerns across Silicon Valley.