TokenShield fixes CrewAI retry loops with turn-scoped hashing

A developer rebuilt the open-source TokenShield FastAPI gateway using a turn-scoped sliding window hash to fix CrewAI's runaway retry loops based on community feedback.

2026-07-25 ~ 2026-07-25 · 2 related posts

• Open-source TokenShield adds turn-scoped hashes to stop CrewAI retry loops — bulleykebaal · 2026-07-25
• Open-source TokenShield cuts off CrewAI retry loops before token burn explodes — bulleykebaal · 2026-07-25