Google AI ModeSep 20, 2026
Tools like LongGuard (built specifically for LangGraph) and Shackle evaluate repeat identical tool inputs, error amplification loops, and strict dollar budgets in sub-milliseconds to trip a clean circuit break.
AI named SHACKLE in September 2026.
AI cited github.com more than any other site in the answers that named SHACKLE.
github.com/Fame510/SHACKLE 29%Other sites 71%
Excerpts where SHACKLE appeared in the AI's answer
Tools like LongGuard (built specifically for LangGraph) and Shackle evaluate repeat identical tool inputs, error amplification loops, and strict dollar budgets in sub-milliseconds to trip a clean circuit break.
SHACKLE — an open-source governance/runtime layer that provides budget, maximum tool-call, timeout, and repetitive-call breakers