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⚡ AI Lessons

Dev.to · Daya Shankar
☁️ DevOps & Cloud
2mo ago
Best Managed Kubernetes Hosting in India in 2026
Most teams comparing managed Kubernetes hosting start with one question: Which provider is the...

Dev.to · Daya Shankar
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Operational Risks of Running Large Multi-Tenant Kubernetes Clusters
Large multi-tenant Kubernetes clusters concentrate risk. Tenants share the control plane, core...

Dev.to · Daya Shankar
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Hosted control plane: when it simplifies operations and when it adds complexity
A hosted control plane moves Kubernetes control-plane components off your worker fleet either into a...

Dev.to · Daya Shankar
☁️ DevOps & Cloud
⚡ AI Lesson
6mo ago
Memory Ballooning Effects in Virtualized Cloud Environments
Memory ballooning is a host memory reclaim method used during VM overcommit. The hypervisor inflates...

Dev.to · Daya Shankar
☁️ DevOps & Cloud
⚡ AI Lesson
6mo ago
Hybrid Orchestration Basics: Avoiding Single-Provider Risks in 2026
Hybrid orchestration in 2026 means you can deploy the same workload across on-prem + AWS (and a...

Dev.to · Daya Shankar
☁️ DevOps & Cloud
⚡ AI Lesson
6mo ago
GPU Scheduling Deep Dive: How Cloud Providers Allocate GPUs for Multi-Tenant AI Workloads
Cloud GPU “scheduling” is a chain of gates: quota decides if you’re allowed to ask, capacity...

Dev.to · Daya Shankar
☁️ DevOps & Cloud
⚡ AI Lesson
6mo ago
How to Set Up Edge Infrastructure for Low-Latency Production Apps in India
Edge infrastructure India work comes down to one thing: cut round trips. Put Cloudflare CDN in...

Dev.to · Daya Shankar
☁️ DevOps & Cloud
⚡ AI Lesson
6mo ago
Managed Cloud Infrastructure: What’s Included, What’s Not, and Why It Matters
Managed cloud infrastructure means your provider runs day-2 ops for defined layers patching,...

Dev.to · Daya Shankar
☁️ DevOps & Cloud
⚡ AI Lesson
6mo ago
The Role of Edge & Distributed Data Centers in Reducing Compute Latency
Edge and distributed data centers reduce latency by cutting physical distance, hop count, and...
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