
The silent erosion of system performance often begins not with a catastrophic failure, but with the subtle accumulation of milliseconds in the execution tails of complex agentic pipelines. In the current landscape of 2026, where Large Language Model (LLM) agents are increasingly deployed as microservices, the efficiency of hardware utilization has become a primary concern for infrastructure engineers. As teams










