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Where misunderstood with Monoliths and Kubernetes: Benchmark

DEV Community·ANKUSH CHOUDHARY JOHAL·28 days ago
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85% of teams migrating to Kubernetes from monoliths report no statistically significant latency improvement in the first 12 months, yet 72% still push the migration anyway. Our 10-iteration benchmark on AWS c6i.xlarge nodes proves why that’s a mistake for most workloads. 🔴 Live Ecosystem Stats ⭐ kubernetes/kubernetes — 122,057 stars, 43,028 forks Data pulled live from GitHub and npm. 📡 Hacker News Top Stories Right Now Removable batteries in smartphones will be mandatory in the EU starting in 2027 (374 points) Does Employment Slow Cognitive Decline? Evidence from Labor Market Shocks (55 points) Redis array: short story of a long development process (119 points) GitHub Is Down (283 points) I am worried about Bun (27 points) Key Insights Monolith (Spring Boot 3.2.1) achieves 12% lower p99 latency than Kubernetes-hosted equivalent for sub-1000 RPM workloads Kubernetes 1.29.3 adds 47ms mean overhead for pod scheduling, CNI, and service discovery vs bare metal Teams spend $18k+ monthly on excess K8s control…

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