Jan 23 · 11 min read · The challenge of managing infrastructure capacity has evolved from a hardware procurement problem into a complex software engineering discipline. In the era of physical data centers, capacity planning was a quarterly exercise involving spreadsheets a...
Join discussionJan 9 · 5 min read · Scaling Performance Testing: Leveraging the AWS Distributed Load Testing Solution In modern cloud architecture, "it works on my machine" isn't enough. When your application scales to millions of users across the globe, you need a testing strategy tha...
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Jan 3 · 4 min read · There’s a moment every engineer reaches. Not when things break.But when you realize you’re the one holding everything together. You’re restarting servers.Watching traffic graphs.Worrying about what happens if one machine goes down while you’re asleep...
Join discussionDec 12, 2025 · 15 min read · Scaling VAPI for High Traffic: Load Balancing Best Practices TL;DR Most VAPI deployments crash at 100+ concurrent calls because they treat voice like HTTP requests. Voice sessions hold state, buffer audio, and maintain WebSocket connections—you can't...
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Nov 16, 2025 · 4 min read · Level Up Your App: Load Balancing and Auto-Scaling in GCP (Beginner to Intermediate) So, you've built an amazing application and deployed it on Google Cloud Platform (GCP). Congratulations! But what happens when your user base explodes, and everyone ...
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Oct 2, 2025 · 9 min read · Load balancers spread incoming client requests(you can call it load) evenly across servers using smart algorithms. We will discuss few most used algorithms. Round Robin: In the Round Robin method, the load balancer distributes incoming client reque...
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Jul 18, 2025 · 4 min read · “Docker helped us package our applications. Kubernetes helps us run them reliably and at scale.” What is Kubernetes? Kubernetes, often abbreviated as K8s, is an open-source container orchestration platform that automates the deployment, scaling, and ...
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May 15, 2025 · 5 min read · 2025 is all about agility at scale - and composable infrastructure is leading the charge. Imagine treating your infrastructure like code. 👉 Dynamically allocate CPU, GPU, memory to workloads as needed. 👉 Orchestrate everything through APIs. 👉 Opti...
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Mar 23, 2025 · 3 min read · 1. What is Docker Compose? Docker Compose is a tool for defining and managing multi-container Docker applications. It allows developers to define the services, networks, and volumes needed for an application in a single docker-compose.yml file. With ...
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Mar 3, 2025 · 2 min read · Auto-scaling in cloud computing is a feature that automatically adjusts the number of compute resources (e.g., virtual machines, containers) based on real-time demand. It ensures that the right amount of resources are available to handle workload flu...
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