Beyond Market Intelligence/Ray

Ray

Beyond Market Intelligence keeps Ray in one place: one story so far. The section currently leads with “Scaling AI Agents From Prototype to Production on Kubernetes”. Transitioning AI agents from a local FastAPI prototype to a production-grade system on Kubernetes is a challenge many teams are now facing. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Ray story on Beyond Market Intelligence, newest first.

Scaling AI Agents From Prototype to Production on Kubernetes
InfoQ

Scaling AI Agents From Prototype to Production on Kubernetes

Transitioning AI agents from a local FastAPI prototype to a production-grade system on Kubernetes is a challenge many teams are now facing. Deepak Mohanakumar Chandramouli and Bhumik Vinodkumar Thakkar share practical insights on RayCluster topology, stateful memory, and auto-scaling under dynamic traffic. They also cover guardrails, multi-region setups, and LLM-as-a-judge evaluation pipelines. For more on scaling reliable infrastructure, see our coverage of ARC's latest upgrades for self-hosted runners.