LoopGain – Cut agent API spend by measuring when loops stop improving
1921 electrical engineering oscillator math stops AI loops at convergence.
On-premises proxy that catches runaway AI agent loops before they drain your API budget
Context velocity detection catches error-append loops before other budget guards do.
Teams running AI agents with API cost concerns
LLM Guard · Portkey · LiteLLM
1921 electrical engineering oscillator math stops AI loops at convergence.
Wire-protocol circuit breaker for agents when LangSmith costs too much.
Stateful pattern detection across multiple actions where single-event hooks fail.
Agent cost killswitch solves a real pain, but monitoring infra is crowded.
Defense-in-depth AI agent firewall: proxy + eBPF kernel + three-tier injection detection.
Real-time structural failure detection when LangSmith only shows post-mortems.