Author: Godson Sibreyan

Godson is a seasoned DevOps and MLOps professional at CapeStart, specializing in cloud infrastructure, platform engineering, and infrastructure automation. With extensive experience in Microsoft Azure, AWS, Terraform, Ansible, Kubernetes, and CI/CD pipelines, he is proficient in designing, implementing, and maintaining scalable, secure, and reliable cloud environments. Skilled in streamlining deployment workflows, optimizing infrastructure performance and costs, and enhancing operational efficiency through automation and monitoring solutions. Passionate about continuous improvement, emerging technologies, and leveraging AI-driven tools to accelerate engineering productivity and deliver high-quality solutions.

Building a Scalable Multi-Model AI Gateway with Azure API Management

by Godson Sibreyan

An Overview of AI Gateways with Azure API Management As organizations scale AI workloads, they hit practical limits: per-model throughput caps, token rate limits, subscription quotas, and a growing list of Azure OpenAI deployments spread across teams and regions. A single resource cannot absorb high-volume, multi-model, multi-team traffic. Moving beyond basic prompts to an enterprise-grade…