LLMOPS & AI INFRASTRUCTURE • 257 / 397
Operate AI like production: serving, GPUs, latency, capacity, routing and reliability.
LLMOps
LLMOps is the operational discipline for deploying, observing, evaluating, securing and managing LLM applications and models in production.
Think of it like
Think of LLMOps like familiar infrastructure capacity and traffic engineering, except the scarce resources are often tokens, GPU memory and model latency.
Real life
High-scale AI services depend on LLMOps to keep cost and latency under control.
SRE lens
It brings SRE, platform, data and AI concerns together.
Remember thisLLMOps is the operational discipline for deploying, observing, evaluating, securing and managing LLM applications and models in production.