Software Architecture · Apr 13, 2026 · 14 min read

Token Budget Hacks to Stop Your AI Agent From Burning Cash

Recursive loops, bloated prompts, and missing execution gates quietly compound API spend. Here is a practical playbook—planning, HITL, compression, and hard caps—to cut agent token usage by up to seventy percent without sacrificing model intelligence.