AI Infra Queue
- Token-Aware Buffering: Intercepts traffic at Layer 7 to queue heavy prompts before they reach the inference engines, preventing GPU memory starvation and OOM crashes.
- Session Priority Queuing: Prioritizes requests based on Session IDs or task urgency, keeping active agent reasoning loops moving ahead of non-critical background jobs.
- Concurrence Control: Manages request queue depth by matching incoming traffic to available GPU slots, dynamically slowing down new connections instead of dropping them.
- MCP Route Shielding: Holds up or queues downstream tool requests if an MCP server is lagging, preventing the calling LLM from entering a timeout or hallucination loop.