Azure Container Apps: Complete Production Deployment Guide

Azure Container Apps (ACA) represents Microsoft’s vision for a serverless container platform that sits between Azure Functions and Azure Kubernetes Service in complexity. Now Generally Available, ACA provides a fully managed environment for deploying containerized applications with built-in support for KEDA autoscaling, Dapr integration, and seamless CI/CD. Having deployed multiple production workloads on ACA, this […]

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AWS Step Functions vs Azure Durable Functions

Both provide serverless workflow orchestration. Which should you choose? Feature AWS Step Functions Azure Durable Functions Definition JSON (ASL) Code (C#/JS/Python) Pricing Per State Transition Per Execution (Function billing) Max Duration 1 year (Standard) Unlimited Human Approval Built-in Use External Events My Take: If you prefer visual workflows and are heavily AWS, use Step Functions. […]

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AWS Lambda SnapStart: Java Cold Start Killer

AWS announced SnapStart for Lambda. It caches initialized snapshots of the JVM, reducing cold starts from 5+ seconds to under 200ms. How It Works When you publish a version, Lambda invokes your function, takes a snapshot of the memory/disk state (Firecracker microVM), and stores it. On cold start, it restores from snapshot instead of booting. […]

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