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The Simple Infrastructure That Outperformed Cloud-Native Hype

How a boring stack of VMs and PostgreSQL beat our microservices architecture in every metric that mattered

6 min readOct 22, 2025

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Last quarter, I did something that would make any cloud-native enthusiast cringe: I migrated our core service from a sophisticated Kubernetes cluster with twelve microservices back to three virtual machines running a monolithic application. The results? Response times dropped by 60%, our cloud bill decreased by $8,000 monthly, and my on-call anxiety practically vanished.

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This isn’t a contrarian hot take. It’s a confession from someone who spent two years drinking the cloud-native Kool-Aid, only to discover that sometimes the boring solution is the right solution.

The Architecture We Abandoned

Our original setup looked impressive on paper. We had:

  • A Kubernetes cluster with 15 nodes
  • Twelve microservices communicating via gRPC
  • Redis for caching, RabbitMQ for messaging
  • Elasticsearch for logging
  • Prometheus and Grafana for monitoring
  • A service mesh (because why not?)

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Bhavyansh
Bhavyansh

Written by Bhavyansh

Hey I write about Tech. Join me as I share my tech learnings and insights. 🚀 Building flux8labs.com

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