Building LLM-Ready Infrastructure: Patterns That Scale

LLM-ready infrastructure is not a single service. It is a set of deliberate patterns around retrieval, evaluation, latency budgets, and safe rollout.

Teams that scale successfully separate model access from product logic, instrument quality as carefully as uptime, and design for change as models evolve.

We share the patterns we use when building systems that must remain coherent under real operational load.