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Dev Tools · 1h ago

Run a Real-Time API Across 10 Global Regions on GKE Without Duplicating Manifests

By Meridian48 News Desk · Summarised from DEV Community ·

A real-time speech translation product requires multi-region Kubernetes to keep latency under 300ms. The team uses Kustomize with a single base manifest and per-region overlays to deploy across 10 GCP regions. This approach avoids infrastructure drift while maintaining low cross-cloud latency with Azure AI services.

Meridian48 take
The Kustomize pattern is a practical solution for multi-region deployments, but the dual-cloud dependency on Azure for AI services adds complexity that may not suit every team.
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How to Run a Real-Time API Across 10 Global Regions on GKE — Without Duplicating Your Manifests →
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